RAW CAPTION: Got it, let's tackle this captioning task. First, I need to focus on the main subjects, which are the people doing martial arts. There are two main individuals: one in white pants and a dark top, and another in white pants and a red top? Wait, the video shows two people moving. Let's check the frames.

In the first frame, one person in white pants is moving, then in the next frames, another person in white pants and dark top (maybe black shirt) comes into view. They seem to be engaged in a martial arts match. The crowd is around, watching.

Chronological order: The video starts with a person in white pants (maybe black top) moving, then another person in white pants (with a red top? Wait, maybe the second person is in white shirt and red shorts? Wait, in frame 2, the person in white pants with dark shirt is moving, then the other person is also moving. Let's see:

Frame 0: Person in white pants, dark shirt, kicks. Crowd behind green wall.

Frame 1: Same person, continues movement. Crowd still there.

Frame 2: Two people now: one in white pants (dark shirt) and another in white pants (maybe red top). They are moving towards each other. Crowd watching.

Frame 3: Person in white pants (dark shirt) steps forward, other person in white pants (red top?) is moving.

Frame 4: The two are engaged, with the person in dark shirt doing a kick, the other moving away.

Now, need to describe their appearance: main subjects are two individuals in white pants, one in dark top (maybe black), the other in white top or red? Wait, in the frames, the second person might be wearing red shorts. Wait, the first person (dark shirt) is moving, then another person in white shirt and red pants appears. Let's check:

In frame 4, the person on the left is wearing red shorts and white top. The other person is in white pants and dark top.

So the two main subjects: person A (dark top, white pants) and person B (white top, red shorts). They are doing martial arts moves, kicking and moving around. The crowd is standing in the background, watching.

Now, chronological order: starts with person A moving, then person B enters, they interact with kicks and steps, moving across the space.

Spatial relationships: person B is to the left of person A initially, then they move towards each other. The crowd is behind them, against the green and yellow wall.

Camera perspective: the camera is stationary, but there's a slight shake as it follows the action. Maybe a slight pan? Wait, the camera seems to follow the movement, so perhaps a slight pan left or right, but the description says "camera perspective and movement". The video's camera is handheld, so some shake.

Background: minimal, just crowd and the building wall.

Now, structure the caption:

First, main subjects: two individuals. Person 1 (dark top, white pants) and Person 2 (white top, red shorts). They perform martial arts moves—kicks, steps—moving across the area. Crowd watches from behind. Camera is handheld, showing slight shake as it follows their motion.

Wait, need to be concise, chronological.

Let's draft:

Two individuals in white pants engage in martial arts; one wears a dark top, the other a white top with red shorts. They move dynamically across a courtyard, exchanging kicks and steps, with the dark-top individual advancing toward the white-top individual. A crowd of onlookers stands against a green and yellow wall, observing. The camera remains handheld, exhibiting slight shake while following the action.

Check if this follows rules:

a) Motion: yes, chronological order of their movements.

b) Appearance: two people, colors (dark top, white top, red shorts), white pants.

c) Spatial: crowd behind, one advancing toward the other.

d) Camera: handheld, slight shake.

e) Background minimal (only mentioned the wall, but that's essential for the setting).

f) No text, no names.

Yes. Let's check if it's concise. Maybe shorten:

Two individuals in white pants— one in dark top, the other in white top with red shorts—perform martial arts moves, advancing and kicking across a courtyard. A crowd observes from behind a green and yellow wall. The camera, handheld, shows slight shake while tracking their motion.

Hmm, "advancing and kicking" captures their movement. "Court yard" is the setting.

Check rules: "briefly describe appearance and number". So two people, their outfits.

Yes. Let's see the exact frame by frame:

Frame 0: one person (dark top, white pants) moving, crowd behind.

Two martial artists (wearing white pants/dark tops) perform discrete movements: one executes a handstand flip, then both engage in sparring with kicks, dodges, and stances. Spectators exhibit minimal motion (e.g., clapping, slight posture shifts) but are not the primary focus.

The background wall (green/yellow) and concrete ground remain static with no uniform shifting. No fluid/environmental motion (fire, water, smoke, wind) is observed; the scene is dry and still with no atmospheric effects.


A girl in a colorful floral pajama top stands holding a large flip chart with a red border; she rotates the chart to display its blank surface, then moves closer to the camera while flipping through its pages. A second child, wearing a patterned outfit, sits on a chair behind her. The camera remains steady, capturing the girl's actions from a frontal perspective with minimal background details visible.

A young girl is manipulating a book, turning its pages with her hands. The book's motion is caused by discrete physical actions (hand movements) without environmental influences.

The background elements (windows, curtains, couch, walls) remain stationary with no fluid motion or environmental phenomena. No fire, water, smoke, or wind is present.


A person wearing a brown and red plaid shirt and dark pants is crouched in a dirt pit, then stands upright and shifts position while holding a white object, with the pit bordered by red and white striped tape. The camera maintains a static top-down perspective.

A person in a plaid jacket moves from a crouched position to standing and walks leftward across the trench, indicating locomotion.

The background includes a static trench wall and grassy area with no fluid or wind-driven motion; no fire, water, or smoke present.


In a snowy park with trees and a distant building, a person in a red coat, multiple individuals in dark clothing, and a dog traverse the snow-covered ground, with the dog running ahead of the group as they move leftward. The camera pans left with a slight shake, following their motion.

Several discrete objects are moving: a person in a red jacket running across the scene, a black dog running from right to left and turning, and other people (in dark clothing) walking or running. These solid objects exhibit clear locomotion motion.

The background includes trees and a house with minimal swaying due to wind, but no dominant fluid or environmental motion (fire, water, smoke). The background remains largely static with no uniform shifting of environmental elements.


A child wearing a white shirt with red and blue lettering and red shorts sits at a round wooden table, holding a cup in their left hand while raising their right hand. The child moves their right hand up and down, adjusting their posture. The scene is viewed from a top-down perspective with minimal background details visible, including a patterned rug beneath the table.

A child is moving their arms and hands while seated, indicating intentional motion.

Static background elements (table, chair, floor) show no uniform shifting; no fire, water, smoke, or wind motion detected.


RAW CAPTION: Got it, let's tackle this. First, the video starts with a close-up of a hand holding a thermometer, which is silver, against a person's mouth—so that's the first scene. Then it transitions to an outdoor scene where a person is bending over, maybe coughing or being assisted. Wait, the text says "Whooping Cough Cases Up" so maybe that's related to the coughing. Let's check the frames.

First frame: Hand holding thermometer, near a person's mouth. The person has dark hair, maybe. Then the next frames show someone bending over, possibly coughing. The scene shifts from an indoor or close-up to an outdoor setting, like a road or path. The person in the outdoor scene is leaning forward, maybe coughing hard. Then the next frame shows two people: one in red shirt and another in white shirt, sitting on the ground. Wait, no—the description says frame 2-4 is a person bending over, then frame 4 shows two people. Let's go step by step.

Chronological order: 1. Close-up of a hand with a thermometer near a mouth. 2. Person outside on a road, bent over, possibly coughing. 3. Same person maybe continuing the action, then frame 4 shows two people (one in red, one in white) sitting or interacting.

Wait, the rules say focus on motion and behavior. So first, hand holding thermometer (action: holding, near mouth). Then outdoor scene: person bent over (action: bending, possibly coughing). Then next frames show two people, maybe the same person now sitting with another person.

Let's outline:

- Initial shot: A hand holding a silver thermometer near a person’s mouth; the person has dark hair.
- Then, the scene shifts to an outdoor setting where a person is bent over on a gravel path, appearing to cough or struggle.
- Subsequently, the person is seen sitting on the ground, accompanied by another individual wearing a red shirt, with the person in the white shirt leaning toward the seated person.

Need to check spatial relationships. The first frame is close-up, then outdoor with person bent over (maybe to the left of another person, but the text doesn't specify). The second frame (frame 2) shows the person bending, frame 3 same, frame 4 shows two people sitting.

Also, camera perspective: first is close-up, then maybe static or slight movement. The output must be concise, chronological paragraph.

Wait, the exact frames:

[0.0] Close-up of a hand holding a silver thermometer near a person’s mouth; the person has dark hair.
[1.4] Outdoor scene: a person with dark hair is bent over on a gravel path, coughing or struggling.
[2.5] The same person continues to bend forward, with their head lowered.
[3.6] The person is now sitting on the ground, accompanied by another individual wearing a red shirt, who is leaning toward them.

So chronological order: start with thermometer, then outdoor coughing, then sitting with another person.

Now, describe appearance: thermometer is silver, hand holding it. Person has dark hair. Outdoor: person in white shirt (maybe), then another in red.

Wait, the second frame shows a person with dark hair, white shirt, bending over. Third frame same. Fourth frame: two people, one in red shirt sitting, other in white shirt. So maybe the person in white shirt is the same, now sitting with another in red.

Now, build the caption:

A hand holds a silver thermometer near a person’s mouth; the person has dark hair. The scene shifts to an outdoor gravel path where a person in a white shirt bends over, appearing to cough, then sits on the ground alongside another individual wearing a red shirt, with the person in the white shirt leaning toward the seated individual. The camera transitions from a close-up to a static outdoor shot.

Check rules: avoid text recognition, so don't mention "Whooping Cough Cases Up". Focus on motion. Chronological: thermometer → person bending → sitting with another.

Check appearance: silver thermometer, dark hair, white shirt, red shirt. Motion: holding, bending, sitting, leaning.

Spatial: hand near mouth, person bent over on path, then sitting next to another person.

Camera perspective: first close-up, then outdoor shot (static?).

Let me rephrase concisely:

A hand holds a silver thermometer near a person’s mouth with dark hair. The scene transitions to an outdoor gravel path where a person in a white shirt bends forward and coughs, then sits on the ground accompanied by another individual in a red shirt; the person in white leans toward the seated individual. The camera shifts from close-up to a static outdoor view.

Wait, but the frames might be sequential. Let's

Discrete objects: in the first scene, a hand and syringe are moving to administer an injection; in the second scene, two people (one sitting, one standing) are interacting, with the standing person restraining or comforting the seated individual and the seated individual moving (head and body).

The background in both scenes (hospital wall/medical equipment and outdoor trees/ground) is static with no fluid motion (fire, water, smoke) or significant wind-driven motion. Trees and ground are stationary.


A boy in a white t-shirt stands in a room, gesturing with his hands before turning and moving out of frame to the right. He has short hair and remains in front of a shelf holding cups and other items. The camera stays stationary with a slight shake throughout.

A person in a white shirt moves: turning toward the shelf, reaching for an object, picking up a blue cup, manipulating it, and eventually exiting the frame. The motion is discrete and solid.

The background (shelf with cups, wall, and microwave) remains static throughout. No fluids, fire, water, smoke, or wind are present to dominate the motion.


RAW CAPTION: Okay, let's see. The user wants me to generate a concise caption for this video. The video starts with a black screen, then transitions to a black-and-white scene where a woman is dancing. She's wearing a white outfit, maybe a dress with a checkered pattern. She's performing on stage, and there's an audience around her.

First, I need to follow the rules. Focus on motion and behavior in chronological order. So the video starts with a black screen (0.0 seconds), then cuts to the dance scene. The main subject is the woman dancing. She's moving energetically, doing spins and arm movements. The audience is seated around her, watching. The background is a stage setting with some smoke, but it's black and white.

I should mention her appearance: white dress with checkered pattern, moving with arms raised, kicking legs. The audience is in the background, but not detailed. Spatial relationships: she's in the center, audience on sides. Camera movement? The video seems static, maybe a slight shake, but the user says to describe camera perspective. The description says "slight shake" in the example.

Wait, the user says to keep background minimal unless essential. The smoke might be part of the stage setup, but maybe it's not necessary. Focus on the dancer. So the caption should start with the black screen, then the dancer entering the scene. Wait, the first frame is black screen (0.0), then at 0.3 seconds it's the dance scene.

Wait, the example output says: "The video opens with a black screen, then cuts to a black-and-white scene where a woman in a white checkered dress dances energetically on stage. She spins, raises her arms, and kicks her legs while an audience watches from the sides. The camera remains static with a slight shake." But the user's example might have different details.

Wait, the actual video description here: the first frame is [0.0], which is black. Then [1.4] shows a dancer. So the caption should note the transition from black screen to the dancer. Then describe her movements. The dancer is in the center, moving dynamically. Audience in background. The camera is static but maybe has a slight shake. Need to check if "slight shake" is mentioned in the user's example. The user's instructions say to mention camera perspective and movement. So maybe "static camera with slight shake" or "fixed perspective".

Wait, the user's example in the rules says: "Conclude with the camera perspective and movement (e.g., top-down, pan left, slight shake)."

So the caption should end with how the camera is positioned. The video appears to be a still shot, maybe a recording of a live performance, so perhaps the camera is fixed but with some shake. The user's example in the problem statement (the actual output) probably uses something like "static camera with slight shake".

Putting it all together: The video begins with a black screen, then transitions to a black-and-white scene featuring a woman in a white checkered dress performing an energetic dance on stage. She spins, raises her arms, and kicks her legs while an audience observes from the sides. The camera remains fixed with a slight shake throughout the sequence.

Check the rules: focus on motion, chronological. The black screen first, then the dancer's actions. Mention appearance (white checkered dress), number of main subject (one woman), spatial relations (audience on sides), camera perspective (fixed, slight shake). Background minimal, so no need to elaborate on the audience details beyond "observing from the sides". Exclude text, named characters. Yes.

Wait, the problem says "in chronological order". So first the black screen (0.0 seconds), then the dancer appears (0.3s onwards). So the caption should start with that transition.

Also, "white checkered dress" is correct? The description says "white outfit with checkered pattern" in the frames. So maybe "white dress with checkered pattern" or "white checkered dress".

Let me check the frames: [1.4 second] shows "a woman in a white dress with checkered pattern" (from the user's input). So "white checkered dress" is accurate.

So the caption would be:

The video begins with a black screen, transitioning to a black-and-white scene where a woman in a white checkered dress dances energetically on stage. She spins, extends her arms, and kicks her legs while an audience watches from the sides. The camera remains static with a slight shake throughout the sequence.

Check if all rules are followed. Motion and behavior in order: black screen → dance actions. Appearance: white checkered dress, one woman. Spatial: audience on sides. Camera: static with slight shake. Background minimal (just the stage and audience

Dancers (man and woman) moving due to dance locomotion. Audience is mostly static.

Background (audience and walls) is stable with no shifting. No fire, water, smoke, or wind observed.


A male athlete in a white tank top, maroon shorts, and white shoes clears a high jump bar, lands on the red track, rolls, and stands before running leftward. Two officials in white shirts with black straps and two others in green and orange shirts stand near the bar, shifting positions. The camera pans left to follow the athlete’s movement, maintaining a ground-level perspective.

The athlete (a person) is running and jumping over a high jump bar. Officials are standing near the bar but do not exhibit significant motion.

No shifting backgrounds or fluid/environmental motion observed. Background elements (building, grass, bleachers) remain fixed relative to the frame.


A man in a dark shirt, black pants, and white sneakers throws a yellow ball against a white wall. He extends his arm, swings the ball backward, then forward, releasing it as it travels toward the wall. His body rotates during the throw, and the camera remains static, capturing the action from a fixed frontal perspective.

A person on roller skates performs a throwing motion, launching a ball. The person and ball exhibit distinct, solid-object motion due to physical forces (throwing action).

The background (white wall, horizontal bar) shows no shifting or fluid motion. No fire, water, smoke, or wind effects are present.


A hand moves a stack of green chips from the left toward the center of a dark table displaying face-up playing cards and scattered green chips, followed by another hand moving a chip from the right side toward the right; the camera remains in a static top-down position throughout.

A hand is moving to place a chip on the table, with the chip exhibiting discrete motion due to physical interaction with the hand.

No shifting background elements or fluid/environmental motion detected. The table surface and cards remain static relative to the frame.


Several individuals wearing black shirts and white or black pants perform synchronized leg movements on a grassy field. They sequentially lift and extend their legs forward in unison, maintaining a spread formation with some positioned in front of others. The camera remains stationary, capturing the action from a frontal perspective.

Multiple people (5-6 individuals) are performing coordinated movements (bending, stepping, gesturing) with distinct bounding boxes; their motion is consistent with physical locomotion and exercise.

Background consists of stationary trees and grass with minimal visible wind movement; no fire, water, smoke, or significant fluid motion observed. Background elements (trees, horizon) remain stable across frames.


RAW CAPTION: Got it, let's tackle this. First, I need to describe the video chronologically. The main subjects are two people. One is using crutches, the other is walking beside. Let's check the frames.

In the video, the person on the left is wearing a dark long-sleeve shirt and jeans, using crutches. The person on the right is in a red shirt, gray pants with "97" on them, and sneakers. They start walking down a hallway. The first frame shows both walking. Then, the person on the right is adjusting something (maybe phone), then continues. The person with crutches moves forward step by step, the other walks alongside.

Spatially, the crutch user is on the left, the other on the right. They're moving forward in the hallway. Background: hallway with chairs, walls. Minimal background details.

Camera perspective: it's a steady shot, following their movement. No major camera moves, just tracking as they walk.

Need to be concise, chronological. Let's structure:

Two individuals walk down a hallway. The person on the left, wearing a dark top and jeans, uses crutches to move forward, stepping with the crutches. The person on the right, in a red shirt and gray pants, walks alongside, occasionally adjusting their hands. They maintain a consistent pace, with the crutch user slightly ahead. The camera follows them from a fixed position, capturing their movement along the corridor.

Wait, check the rules: exclude text recognition (so "97" is part of the pants, but since it's not text recognition, but appearance, maybe include as part of description. But the rules say "exclude text recognition"—so maybe the number is just part of the pants description. So the person in red has gray pants with a visible number. But maybe better to say "gray pants with visible numerals" but the rule says exclude text recognition, so maybe describe as "gray pants with a number" but the instruction says "exclude text recognition", so perhaps don't mention the number. Wait, the problem says "Exclude text recognition"—so if it's text (like words), but numbers might be considered. Hmm. The rules say "Exclude text recognition, named characters, or stylistic analysis." So the number on the pants is part of the appearance, but it's a number, so maybe it's better to describe as "gray pants with a number" but the instruction says to exclude text recognition. Wait, the example in the rules: "Exclude text recognition" so like if there's a logo or text on clothing, maybe skip. But the number 97 is on the pants, so perhaps mention as "gray pants" without the number? Wait, the problem says "briefly describe their appearance and number (color, size, orientation)." Wait, the rules for caption say: "b) Briefly describe their appearance and number (color, size, orientation)." Wait, that's part of the rules. Let me re-read.

Rule b: "Briefly describe their appearance and number (color, size, orientation)."

Wait, maybe that's a typo. Probably "color, size, orientation". So for appearance: color, size (but maybe not size, unless relevant), orientation. So the person in red has a red shirt, gray pants. The crutch user has dark top, jeans.

Wait, but the user's instruction says: "Exclude text recognition"—so if the text is "97" on the pants, that's text, so exclude. So the description of the pants would be "gray pants" without the number.

Let me check the video description. The video shows the person in red has "97" on gray pants. But according to the rules, exclude text recognition. So we shouldn't mention the number. So the person on the right is wearing a red shirt and gray pants, sneakers.

So the caption should describe that, but not the number.

Back to the motion. The crutch user is moving forward, stepping on the crutches. The other person walks beside, sometimes adjusting hands (like maybe looking at phone, but the rule says exclude text recognition, so just "adjusting hands").

Chronological order: they start walking, the crutch user uses crutches to move, the other walks next to them. The camera follows them along the hallway.

Let me structure:

Two individuals walk down a corridor. The person on the left, dressed in a dark long-sleeve top and blue jeans, uses crutches to advance, stepping rhythmically with the crutches. The person on the right, wearing a red shirt and gray pants with sneakers, walks beside them, occasionally adjusting their hands. They maintain a steady pace, the crutch user slightly ahead. The camera tracks their movement from a fixed perspective, capturing their forward motion along the hallway.

Wait, but need to keep

A person using crutches walks forward across the hallway; another person stands stationary while observing.

Static hallway walls and floor show no uniform shifting; no fluid/environmental motion (fire, water, smoke, wind) observed.


The video opens with a close-up of yellow cursive letters on a white background. A hand enters from the bottom left, holding the paper and lifting it to reveal the complete alphabet arranged in rows. The camera pulls back to display the white sheet with yellow cursive letters against a dark surface, transitioning from a tight focus to a wider shot of the paper's full layout.

A hand manipulates a paper sheet displaying handwritten alphabet letters, moving it to reveal more text in discrete, controlled motions.

The background (gray surface) remains static with no shifting or fluid motion. No fire, water, smoke, or wind is present.


In a church with wooden pews, a man in a dark suit and a woman in a long brown dress hold hands while walking toward the camera down the central aisle. A partially visible person in a patterned dress stands to their left. The camera remains stationary, capturing their steady progression through the church interior with slight shake.

Two people (man in suit and woman in dress) are walking down the aisle; their motion is tracked with distinct bounding boxes.

The church interior background (pews, walls, doorway) shows no shifting or fluid motion. No fire, water, smoke, or wind is present; environment is static.


A person in a green shirt with a bulldog graphic holds a blue deck of cards, then shuffles it using their right hand. The camera maintains a top-down view of the hands and cards throughout.

The person's hands are moving a deck of playing cards, performing shuffling and manipulation actions.

The background is not showing fluid motion (fire, water, smoke) or wind. Background elements (furniture) appear static or minimally displaced without uniform shifting.


A female athlete in a blue and purple uniform with pink shoes runs toward a high jump bar, leaps over it while clearing the bar, and lands on the red mat below. Spectators stand nearby, some in green shirts, as the camera pans to follow her motion.

Athlete (blue uniform) runs and performs a high jump; officials and other individuals in the scene move due to locomotion and event participation.

Static background elements (fence, building, parked cars) show minimal shifting; no fire, water, smoke, or significant wind-driven motion observed.


An older man with gray hair, wearing a brown sweater over a light blue collared shirt, stands before a large wooden animal sculpture on a wooden table. He holds a mallet in his right hand and a chisel in his left, striking the chisel against the wood to carve, moving his arms in rhythmic, deliberate motions. The sculpture, positioned centrally on the table, is partially shaped with visible carved sections. The camera remains stationary, capturing the scene from a slightly angled side view with minimal background detail.

Discrete solid objects: the man (moving hands/arms for carving), carving tool (hammer/chisel in motion), and wooden sculpture (subject of carving). Motion involves deliberate force application and material removal.

Background shows a static workshop interior with no shifting walls or environmental elements. No fire, water, smoke, or wind present; all motion is localized to the carving activity.


A woman with light blue hair tied in a bun, wearing a dark shirt and jeans, pushes a metal cart loaded with dark items while moving forward. She is surrounded by several individuals, including a man in a blue shirt and white cap behind her, and others in blue vests. As she moves, the cart shifts, and people adjust their positions around it. The camera follows her motion with a slight shake, capturing the dynamic interaction in the outdoor setting with minimal background details.

Multiple people and a cow are discrete objects moving; people actively push, guide, and interact with the cow, causing visible displacement.

Background elements (tent structures, distant people, ground) show minimal uniform shift; no dominant fluid/environmental motion (fire, water, wind) observed.


RAW CAPTION: Got it, let's tackle this captioning task. First, I need to understand the video frames provided. There are two girls, right? Let's check the sequence.

Frame 0: Both are visible, red hair on left, brown hair on right, both in orange tops? Wait, the first frame shows two girls. Then frame 1: same, maybe slight movement. Frame 2: one girl on left moves, then frame 3: the girl on the right puts on pink sunglasses with a purple display. Frame 4: she's adjusting, maybe the sunglasses are on. Frame 5: both are there, the girl on right has sunglasses, but then she removes them? Wait, the frames show the progression.

So chronologically: First, two girls are in frame, both looking at camera. Then, the girl on the left (red hair) moves, maybe speaks. Then the girl on the right (brown hair) puts on pink sunglasses with a purple screen. Then she adjusts them, maybe the sunglasses are on, then in the next frame, she takes them off or moves. Wait, frame 5 says "the girl on the right has a pink hair accessory" but wait, the user's input:

Wait, the frames: [0.0] two girls, red and brown hair. [0.1] same. [0.2] left girl moves, maybe mouth open. [0.3] right girl puts on pink sunglasses (with a blue/purple display, maybe). [0.4] she adjusts the sunglasses, maybe covers face. [0.5] the girl on the right removes the sunglasses, and has a pink hair accessory (like a hair clip).

Wait, the description for frame 5: "the girl on the right has a pink hair accessory". So steps:

1. Two girls are in frame, side by side. Left girl has curly red hair, right has long brown hair.

2. They interact; left girl moves her head or body slightly.

3. Right girl puts on pink sunglasses with a purple display.

4. Right girl adjusts the sunglasses, covering her face partially.

5. Right girl removes the sunglasses, and now a pink hair accessory is visible on her head.

Now, need to describe in chronological order. Focus on motions, appearance, spatial relations, etc.

Also, background is minimal—indoor, maybe a room with beige walls, but minimal description. Camera is static? Or slight movement?

The user's sample rules: mention camera perspective at the end.

So, let's structure:

- Start with the two girls (left: red curly hair, right: long brown hair; both in orange tops, but maybe the colors—wait, the right girl is in orange? The input says "orange" in the description? Wait, the first frame: "two girls, left with red hair, right with brown hair, both in orange tops"—wait, the user's input says:

"two girls, left with red curly hair, right with long brown hair, both wearing orange tops." Wait, no, the input for frame 0: "left: red curly hair, right: long brown hair".

Then in the captions:

So, the main subjects are two girls. Chronologically:

At start, both are facing camera. Left girl has red curly hair, right has long brown hair. Both speak or interact. Then, right girl puts on pink sunglasses (with a purple display), adjusting them. Then, she takes them off, revealing a pink hair accessory. The camera remains static throughout.

Need to keep it concise.

Check the output format: <caption_output>...<caption_output>

So the caption should be a paragraph.

Let's draft:

Two girls are visible in the frame; the left has red curly hair, the right has long brown hair. They face the camera, with the left girl moving slightly, while the right girl puts on pink sunglasses with a purple display, adjusts them to cover her face, then removes them to reveal a pink hair accessory. The camera remains stationary throughout.

Wait, but need to check for accuracy. Let's see each frame:

[0.0]: two girls, red and brown hair. Both looking at camera.

[0.1]: same, maybe slight movement.

[0.2]: left girl moves (mouth open, maybe smiling), right girl still.

[0.3]: right girl puts on pink sunglasses (with purple display).

[0.4]: right girl adjusts sunglasses, so they're on her face.

[0.5]: right girl takes off sunglasses, now a pink hair accessory is visible.

So the chronology:

- Both girls are present, left with red hair, right with brown hair. They engage with the camera.

- The right girl dons pink sunglasses with a purple display, adjusting them on her face.

- She then removes the

Two girls are moving: one is covering and uncovering her face with her hand, the other changes facial expressions and wears a pair of pink glasses (a discrete physical action).

The background is a static wall with no movement or environmental effects (e.g., no fire, water, smoke, or wind).


A person in an orange jumpsuit, wearing a respirator mask and blue gloves, enters the frame from the left, moving toward a large beige industrial machine with a metallic surface. The individual wipes the machine's surface with a green cloth, shifting from the left side of the frame to the center. The camera remains stationary throughout, capturing the motion against a backdrop of blue and green walls.

A person in red overalls enters the frame, moves toward the structure, and uses a green brush to clean the surface. Motion is due to human locomotion and tool manipulation.

Static background elements (blue wall, ceiling, white structure) show no uniform shifting or fluid motion. No fire, water, or smoke present.


Two boys are seated in a room; the boy in a white t-shirt holds a laptop on his lap while the boy in a green hoodie with a star emblem raises his right arm upward and moves it in a gesturing motion. The green-shirted boy remains seated to the right of the white-shirted boy, with both subjects positioned against a couch and framed wall art. The camera remains static throughout the sequence.

A boy in a green shirt is moving his arm up and down in a waving motion. The other boy is holding a laptop and remains mostly still.

Background walls, pictures, and furniture are static. No fluid or environmental motion (e.g., fire, water, smoke, wind) is visible.


A hand uses chopsticks to mix a salad on a white plate, lifting and combining shredded ingredients, greens, and other components. Another hand joins in the stirring. The camera maintains a close-up view with slight movement, focusing on the plate and hands.

A hand holding chopsticks is manipulating food (noodles, vegetables, shrimp) on a plate. The hand and chopsticks move in a controlled manner to lift and transfer food.

The background includes a stable table setting (glass, cup, napkin) with no shifting or fluid motion. No fire, water, smoke, or wind is present.


RAW CAPTION: Got it, let's break this down. First, the video shows hands working with a potato. The hands are on a plate, peeling the potato. There's a pot with water and maybe something boiling, a spatula, and a bowl. Then the scene shifts to a screen with CODENSA info, but the rules say to exclude text recognition, so focus on the motion before that.

Chronological order: starts with hands peeling a potato on a plate. The potato is yellowish, they peel it, revealing the inside. Then the hands move the peeled parts. The background has a pot (black with handles, water inside), a spatula (black handle, silver head) on the counter. Then the video cuts to a gray screen with logos and text (but ignore text, just note the transition).

Wait, the rules say exclude text recognition, so when the CODENSA screen appears, we just need to mention that it's a transition to a different screen, but the main part is the peeling. The first part is hands peeling, then the video transitions to the CODENSA screen. But the task is to describe the video up to the point where the text appears. Wait, the video starts with hands peeling, then cuts to the CODENSA screen. So the main action is the peeling.

Let's structure the caption: Hands peel a yellowish potato over a white plate. The potato is held by two hands, the peeling motion reveals the inner flesh. To the right, a black pot with water (with bubbles) and a black-handled spatula on the white counter. The scene transitions to a gray screen with logos and text (but exclude text, so just "transition to a gray screen with icons"). Then, the CODENSA info screen is shown.

Wait, the rules say "exclude text recognition", so when the CODENSA screen appears, we don't mention the text, but note the presence of the screen with logos. Also, the main action is the peeling, then the transition.

So the caption should be: Two hands peel a yellow potato over a white plate, removing the skin in pieces that fall onto the plate. To the right of the plate, a black pot with water and a black-handled spatula rest on a white surface. The video then transitions to a gray screen displaying colored icons. The camera maintains a top-down view throughout the sequence, capturing the peeling action before the transition.

Wait, need to check the rules. Rule e: minimal background. So describe the background only if essential. The plate, pot, spatula are part of the setup. The hands are the main subject.

Let me check the frames: first frame shows hands holding potato over plate, peeling. The plate is white, pot is black with water (maybe some ingredients), spatula is on the counter.

So the caption should flow:

Starting with hands (adult, but no color specified, just hands) peeling a yellow potato on a white plate. The potato skin is removed piece by piece. To the right, a black pot filled with water (showing bubbles) and a black-handled spatula lie on the counter. The camera is positioned top-down, showing the hands' motion as they peel. The sequence ends with a transition to a gray screen displaying icons.

But need to be concise. Let's structure:

Two hands peel a yellow potato over a white plate, removing the skin in strips. To the right, a black pot with water and a black-handled spatula rest on the countertop. The camera maintains a top-down view, capturing the peeling action as the skin falls onto the plate, followed by a transition to a gray screen with icons.

Wait, the video cuts to the CODENSA screen, which is the next frame. So the chronological order is peeling, then the screen. So the caption must include both parts but focus on motion.

But the rules say "if relevant". So in the peeling part, describe the hands, potato, plate, pot, spatula. Then the transition to the gray screen.

Let me check the example. The user's instructions: "Focus primarily on the motion and behavior of main subjects (people/animals/objects) in chronological order."

Main subject here is hands peeling the potato. Then the transition to the gray screen.

So:

Hands hold a yellow potato over a white plate, peeling the skin to reveal the inner flesh. The skin pieces fall onto the plate. To the right, a black pot with water (with visible bubbles) and a black-handled spatula lie on the white countertop. The video transitions to a gray screen displaying multiple colored icons. The camera remains top-down throughout the sequence.

Now check rules:

a) Motion in chronological order: peeling, then transition.

b) Appearance: hands (not specified color, but just

Hands are actively peeling a potato, with clear physical interaction involving force application and object deformation (potato skin removal).

The kitchen background elements (plate, pot, spatula) remain stationary throughout the video, with no signs of shifting or environmental fluid motion (e.g., water, smoke, wind).


The red excavator (medium size, bright red) begins on the right side of the frame, moving leftward while swinging its arm upward and downward as it shifts position in front of a stone wall. The camera remains stationary throughout.

An excavator (solid, distinct object) moves its arm in deliberate motions, indicating physical operation (e.g., digging or lifting).

Background elements (buildings, trees) are stable with no uniform shifting. Rain is present but does not dominate motion; it is a minor ambient factor.


A group of men in white outfits and one in a yellow shirt move in a room, clapping and interacting closely. The yellow-shirted man engages with others as the group forms a circle, leaning toward each other. One man in white bends forward, then straightens. The camera, handheld with slight movement, captures the dynamic motion of the group from a slightly low angle.

Multiple people in white uniforms performing martial arts/capoeira movements; the yellow-shirted individual and others engage in kicks, spins, and physical interactions.

No shifting backgrounds (walls/floor remain stable), no fire/water/smoke/wind present.


A person in a blue plaid shirt and shorts feeds several goats—brown and white, black and white spotted, and white—from a container, extending their hand as the goats gather around a wooden structure. The goats move toward the person, some climbing onto the structure while others stand on the ground nearby. The camera pans around the scene, capturing the interaction from various angles, with a wooden fence and trees in the background.

Discrete solid objects (person in blue shirt, goats) exhibit motion: person's hand moves toward goats, goats shift positions and interact with each other and the person.

Background elements (fence, trees, ground) remain static with no uniform shifting or fluid motion; no fire, water, or wind-driven phenomena observed.


RAW CAPTION: Got it, let's break this down. First, I need to watch the video and note the main actions. There are two people: one in white shirt and blue shorts, another in white shirt and dark shorts. They're on a porch or balcony.

In the first frame, the person in blue shorts is near the window, maybe adjusting it. Then the person in blue shorts moves towards the window, and the other person is in the background. Wait, no, the video shows them moving. Let's check the timestamps.

Frame 0: Two people, one (white shirt, blue shorts) is near the window, the other (white shirt, dark shorts) is behind. Frame 1: The person in blue shorts moves forward, maybe closing the window? Then frame 2: They turn around. Frame 3: The person in blue shorts is near the shutter, and the other is in the background. Frame 4: They move towards the camera. Frame 5: The person in blue shorts is closer, and the other is behind.

Wait, the main actions: The person in blue shorts (white shirt, blue shorts) is moving towards the window, then turning around, moving towards the camera. The other person (white shirt, dark shorts) is in the background, maybe standing or moving slightly.

Appearance: Two individuals. Both wear white tops. One has blue shorts, the other dark shorts. Size is average, orientation changes as they move.

Spatial relationships: The person in blue shorts is initially near the window, then moves towards the camera, with the other person behind or to the side.

Background: House with red roof, green plants, shutter on the left.

Camera movement: Seems to pan left or follow the person moving? Wait, the camera's perspective—since the video starts with a view of the porch, the camera might be stationary but the subjects move. Wait, the video shows the camera following the person's movement. Let's see: as the person moves, the camera shifts. Maybe it's handheld, so slight movement.

Now, chronologically: First, the person in blue shorts (white, blue shorts) is near the window (adjusting shutters?), then moves towards the camera, passing through the frame. The other person is in the background, moving slightly. The camera captures their movement from a slightly angled view, possibly handheld, so slight shake.

Need to be concise. Let's structure:

Two people: one in white shirt and blue shorts, another in white shirt and dark shorts. The person in blue shorts moves from near the window towards the camera, turning around, then walking past the shutter. The other person remains in the background. The camera follows the movement with a slight shake.

Wait, check the frames:

[0] Both near window, blue shorts person in front.

[1] Blue shorts person turns towards window, maybe closing it?

[2] Blue shorts person moves towards the camera.

[3] They are walking towards camera, blue shorts person near shutter.

[4] They pass the shutter, camera follows.

[5] Blue shorts person closer, other person behind.

So the sequence: The individual in white shirt and blue shorts walks from the window towards the camera, passing by a shutter, while another person in white shirt and dark shorts stands in the background. The camera follows the movement with a slight handheld shake.

Now, check rules: Focus on motion and behavior, chronological order.

So: A person in a white shirt and blue shorts walks from a window toward the camera, passing a shutter, while another person in a white shirt and dark shorts stands behind. The camera follows the movement with slight shake.

Wait, but need to specify the order. Let's get the steps:

Start: Both near window. Person A (white, blue shorts) moves forward, turns, then walks towards camera. Person B (white, dark shorts) is in background.

So the caption should be chronological.

First, the person in white shirt and blue shorts is seen near the window, then moves toward the camera, passing by a shutter, while another person in white shirt and dark shorts remains in the background. The camera follows their movement with a slight shake.

But need to be concise. Let's draft:

Two individuals: one in white shirt and blue shorts, another in white shirt and dark shorts. The first person walks from the window toward the camera, passing a shutter, while the second stands in the background. The camera follows the movement with a slight shake.

Check if background is essential—background has house and plants, but minimal description as per rules. So maybe "a house with a red roof and green foliage" but rules say minimal unless essential. Since the motion is on the porch, maybe just the structure.

Wait, the problem says "Mention spatial relationships if relevant". So the shutter is on the left, so the person in blue shorts moves

A person in blue shorts is actively moving: walking across the porch, reaching toward the plant, and adjusting their posture. Another individual in a white shirt is present but mostly stationary, observing the scene.

The background elements (house walls, roof, trees, and sky) remain stationary with no uniform shifting. No fire, water, smoke, or significant wind-induced motion observed; ambient environmental elements are minimal and non-dominant.


A person holds a silver flute vertically, then brings it to their lips to play while standing in front of a black music stand. The background includes a wooden door. The camera remains stationary with slight shake.

A person is playing a flute; their hands and the flute exhibit discrete, solid object motion due to finger movements and instrument handling.

Background elements (wall, door) are static with no uniform shifting. No fire, water, smoke, or wind observed.


RAW CAPTION: Got it, let's tackle this video captioning task. First, I need to understand the video frames provided. The video starts with a hand working on a colorful crocheted piece. There's a blue crochet hook and yarn. Let's break down each frame.

Frame 0: A hand is holding yarn and the crochet hook, working on the piece. The crocheted item has pink, yellow, blue, and white colors, square shape. The hook is blue, placed on a light surface.

Frame 1: Hand moves away, showing the crocheted square and the hook on the right. The yarn is still attached.

Frame 2: Hand reappears, moving towards the hook.

Frame 3: Hand positions the hook near the yarn, preparing to work.

Frame 4: Hands are now manipulating the yarn and hook, likely doing a crochet stitch. The hands are holding the piece and the hook.

Frame 5: Close-up of hands working on the crocheted square, with the hook inserted into the yarn.

Now, following the rules. Need to describe chronological motion. Main subject is hands and the crocheted piece. Appearance: crocheted square with pastel colors (pink, yellow, blue, white), blue hook. Spatial relationships: hook is on the surface initially, hands move to work with it.

Chronological order: Start with hand working on the piece (frame 0), then hand moves away (frame 1), hand returns to interact with the hook (frame 2), hands position the hook and yarn (frame 3), hands manipulate to do a stitch (frame 4), close-up of hands crocheting (frame 5).

Camera perspective: top-down view throughout, no movement mentioned (since the frames show static or slight shifts but not camera movement). Background is light surface, minimal.

Excluded text, names, etc. So focus on motion: hands working on the crocheted square with the hook, yarn manipulation.

Putting it all together:

A pair of hands manipulates a colorful crocheted square (featuring pink, yellow, blue, and white yarn) with a blue crochet hook. Initially, the right hand adjusts the yarn near the hook on a light surface. The hand then moves away, revealing the square and hook, before returning to loop the yarn through the hook. The hands proceed to work on the crocheted piece, inserting the hook into the yarn and pulling through loops. The camera maintains a top-down perspective throughout, capturing the detailed hand movements against a plain background.

Wait, check the rules. Need to be concise. Also, chronological order. Let's make it shorter.

Start: Hand works on crocheted piece (colors: pastel pink, yellow, blue, white). Blue hook is present. Hand moves away (frame 1), then hand reappears to use hook. Then hands manipulate yarn and hook to create stitches. Camera is top-down.

So:

A hand manipulates a pastel-colored crocheted square (pink, yellow, blue, white) with a blue crochet hook on a light surface. The hand adjusts the yarn near the hook, moves away to reveal the square and hook, then returns to loop the yarn through the hook. The hands proceed to work on the crocheted piece, inserting the hook and pulling yarn through loops. The camera maintains a top-down view without movement.

Check rules: focus on motion and behavior. Mention appearance (colors, hook), spatial (on light surface), chronological. Exclude background details beyond necessary. Background is light surface, which is minimal so okay.

Also, "hands" instead of "hand" since multiple hands appear (two hands in later frames). So "a pair of hands" or "two hands".

Let me rephrase:

A pair of hands works on a colorful crocheted square (pink, yellow, blue, and white yarn) with a blue crochet hook. Initially, the right hand adjusts yarn near the hook on a light surface. The hand then moves away, revealing the square and hook, before returning to loop yarn through the hook. The hands proceed to manipulate the yarn and hook to create stitches. The camera remains stationary in a top-down perspective.

Check for conciseness. Remove redundancy. Let's see:

A pair of hands manipulates a pastel-colored crocheted square (pink, yellow, blue, white) with a blue crochet hook on a light surface. The hand adjusts the yarn near the hook, moves away to reveal the square and hook, then loops the yarn through the hook. The hands then work on the piece, inserting the hook into the yarn and pulling through loops. The camera maintains a top-down view without movement.

That's better. Let's count the frames. The video starts with hand working (frame 0), then hand moves away (frame 1), hand returns (frame 2),

Hands are manipulating a white thread and a blue pen, moving them in deliberate physical interactions (e.g., threading or adjusting the pen's position).

The background consists of a stationary colorful fabric and a blue pen; no shifting backgrounds or fluid/environmental motion (fire, water, wind) is observed.


A young boy wearing a red helmet, blue shirt, orange shorts, and black shoes stands in a batting cage, holding a bat and adjusting his stance before swinging it. The cage’s chain-link fence is visible in the foreground, with yellow balls scattered on the dirt ground and a grassy area beyond the fence. A person in the background is partially visible near equipment. The camera remains steady but slightly shifts perspective through the fence, focusing on the boy’s motion.

A child in a red helmet, blue shirt, and orange shorts is moving: swinging a bat and walking toward the camera. The ball on the ground shows little to no motion, indicating passive placement.

Background elements (fence, grass, dirt) show no significant shifting or fluid motion. Grass exhibits minimal swaying, but it is not dominant. No fire, water, smoke, or strong wind effects observed.


A woman wearing a black tank top and dark leggings stands in a room, holding a lat pull down bar with arms extended horizontally. She pulls the bar down toward her torso, then releases it and steps back. The camera remains stationary throughout.

A person (solid object) performs lat pull downs with exercise equipment, exhibiting controlled motion due to muscle contraction and weight manipulation.

Background elements (walls, furniture, lamp) remain static throughout the frames; no fluid motion (fire, water, smoke) or environmental wind effects observed.


A man in a black shirt and dark shorts begins in a lunge stance on green turf, then explosively jumps upward with arms extended, landing and standing upright. The camera remains stationary, capturing the motion from a fixed perspective in a gym setting with minimal background details.

A person performs a lunge and swinging motion with a bat-like object, exhibiting discrete locomotion and force application (e.g., leg extension, arm movement).

Background elements (walls, gym equipment, floor markings) show no significant shifting or fluid motion; no fire, water, smoke, or wind is present in the scene.


A person wearing a light blue shirt stands in front of a wooden fence and green foliage, playing bagpipes. The bagpipes feature a green velvet bag and dark wooden pipes with metal fittings. The individual blows into the mouthpiece, moves their fingers across the instrument's keys, and holds the bag against their torso. The camera remains stationary, capturing a medium shot of the subject without movement.

The person's hands and the bagpipes exhibit discrete, controlled motion: fingers manipulating the instrument's keys and the bag being compressed/expanded. This is solid object motion driven by deliberate physical actions (muscle movement).

The wooden fence and greenery in the background show no uniform shifting or environmental motion (e.g., wind swaying trees, smoke). Static elements remain fixed throughout the frames, indicating no ambient environmental dominance.


A person wearing a maroon shirt, black shorts, blue knee-high socks, gray sneakers, a white cap, and sunglasses walks steadily toward the camera using two red crutches along a paved pathway. They move from the left side of the frame toward the center, with a grassy area and buildings visible in the background. The camera follows the subject’s motion with a smooth tracking shot.

A person using crutches is moving forward, with the crutches and their limbs showing distinct motion due to walking.

The background elements (sidewalk, grass, buildings) show no uniform shifting or fluid motion. There are no signs of fire, water, or smoke.


Two hands manipulate a curved stack of silver optical discs on a black mat; they straighten the stack into a linear arrangement, flip it to an upright orientation, and stack it vertically, with the camera maintaining a static top-down view throughout.

Two hands manipulate and fold a striped paper strip. The motion is discrete, solid, and driven by hand movements applying physical force to the paper.

The background is a static black surface with no shifting elements. No fluid or environmental motions (fire, water, smoke, wind) are present.


An older man with glasses and a child in an orange shirt sit at a table with a green-and-white checkered chessboard between them. The older man moves his right hand toward the chessboard, then the child raises their right hand and reaches toward a black object on the table. The chessboard remains centered, with the man positioned to the left and the child to the right. The camera maintains a fixed, top-down perspective throughout.

Two people (an adult and a child) are moving chess pieces on a board. Their hands and the chess pieces exhibit discrete physical motion due to explicit actions (e.g., picking up and placing pieces).

The background elements (table, cups, wall, chairs) show no uniform shifting or fluid/environmental motion. No fire, water, smoke, or wind is present.


The video opens with a live performance where a standing man in grey pants plays a saxophone while a seated man in a black shirt plays a keyboard; a crowd is visible in the background. The scene transitions to a static image displaying an album cover on a black background.

The band members (guitarist, drummer, keyboardist) are moving due to their performance: guitarist strumming, drummer hitting drums, keyboardist playing. The audience in the background has minimal movement.

In the band scene (0.0-0.8 seconds), the background (banner, walls) is static and not shifting. The static image segment (1.0-5.0 seconds) has no ambient motion. No fire, water, smoke, or wind present.


A group of girls in white dresses with black sashes and headbands walk in a line from left to right through a church interior. Behind them, several adults in religious attire—including a priest in a white robe and others in red and white vestments—follow the same direction. The camera remains static, capturing the procession as it moves toward the church's doorway.

Multiple solid objects (people in white dresses with black sashes, a robed priest, and other attendees) are moving from the background toward the foreground. Their motion is distinct locomotion due to walking, with clear bounding box tracking.

The church interior background (walls, clock, door) shows no shifting, fluid motion, or environmental effects like fire/wind. All background elements remain stationary relative to the frame.


A person in a red and white checkered shirt plays a light-colored acoustic guitar; the left hand frets the neck while the right hand strums the strings rhythmically. The guitar is held horizontally with the sound hole facing upward, centered in the frame. The camera maintains a close-up, static perspective focused on the hands and instrument.

The person's hands and the ukulele are moving due to physical interaction: left hand fretting strings and right hand strumming, demonstrating discrete object motion from intentional physical forces.

No shifting background elements detected; static background (shirt pattern and clothing) remains consistent across frames. No fluid or environmental motion (fire, water, wind) present.


A single person wearing a dark top and light pants swings along a thick rope from the left side of the frame to the right, maintaining a grip with both hands as they traverse. The background includes a glass wall on the left and stacked storage boxes on the right. The camera remains static, capturing the motion in a wide shot.

A person is moving along a rope, exhibiting locomotion through swinging and stepping motions. The person's movement is consistent with intentional physical action.

Background elements (walls, stacked items, and vertical structures) show no uniform shifting. No fire, water, smoke, or wind-induced motion observed.


A boy in a white shirt and blue shorts lifts a large bicycle wheel from a table, carries it across a concrete surface toward a white wall, and adjusts its position against the wall, while another boy in a dark shirt works on a bike fork at the table. The camera follows the first boy’s movement with a slight shake.

The boy is moving the bicycle tire (rotating, lifting, turning) and the adult is moving their hands to operate a pump. These are discrete solid objects in motion due to human action.

The background (concrete ground, white wall, plants) is static with no significant shifting or fluid motion. No fire, water, smoke, or wind effects are visible.


RAW CAPTION: Got it, let's break this down. The user wants a concise, chronological paragraph for the video. First, look at the sequence of frames.

Frame 0: A gloved hand holds a spool of wire labeled "M10x1.5" near a brass fitting on a metal stand. The background has some industrial elements.

Frame 1: Now, a different scene: a brass valve with a cylindrical component, a red tube, and the spool is moved out of view. The background is plain white.

Frame 2: Another scene: a red engine part with a person's hand using pliers on a metal part. The engine has bolts and a black component.

Frame 3: The pliers are still gripping a small metal piece, maybe a bolt or screw. The hand is red and black, working on the engine.

Frame 4: The hand is releasing the pliers, moving away from the engine part. The engine is still visible.

Now, need to order these chronologically. Let's see:

1. First frame: Gloved hand (black glove) holds spool with wire near brass fitting. The spool is white with red text, brass fitting is on a metal base.

2. Second frame: Brass valve with cylindrical component, red tube, spool moved away. Background white.

3. Third frame: Hand using red-handled pliers on an engine part (red and white components, bolts).

4. Fourth frame: Hand releasing pliers, moving away from the engine.

Now, describe each step in order. Mention the main subjects: gloved hand, spool, brass fitting, valve, pliers, engine part.

Chronological order:

- A gloved hand holds a spool labeled "M10x1.5" next to a brass fitting on a metal stand.

- Then, a brass valve with a cylindrical component and red tube is shown, with the spool removed.

- Next, a hand uses red-handled pliers on a metal part of a red and white engine.

- Finally, the hand releases the pliers from the engine component.

Need to check for spatial relationships: "gloved hand holds spool near brass fitting" — "spool is held next to brass fitting". Then "brass valve with cylindrical component... spool moved away". Then "hand uses pliers on engine part". Then "hand releases pliers from engine".

Camera perspective: Each frame is close-up, static shots (no pan, just close-ups). Background is minimal: industrial in first, white in second, engine in third.

Now, compile into a paragraph. Keep it concise, chronological.

Start: A gloved hand holds a white spool labeled "M10x1.5" next to a brass fitting on a metal stand. Then, a brass valve with a cylindrical component and red tube is shown, with the spool removed. Next, a hand uses red-handled pliers to grip a small metal part on a red and white engine component. Finally, the hand releases the pliers from the engine part.

Check for rules: a) motion chronologically — yes, step by step. b) appearance: spool white with text, brass fitting, valve, pliers red, engine red/white. c) spatial: spool near fitting, pliers on engine part. d) camera: close-up shots, no movement. e) background minimal. f) exclude text (but the label is on the spool, but rule f says exclude text recognition? Wait, rule f says "Exclude text recognition, named characters, or stylistic analysis." Oh, so can't mention "M10x1.5" because it's text. Oh, right! So need to avoid that.

So revise: "A gloved hand holds a white spool near a brass fitting on a metal stand. Then, a brass valve with a cylindrical component and red tube is shown. Next, a hand uses red-handled pliers to grip a small metal part on a red and white engine component. Finally, the hand releases the pliers from the engine part."

Check: no text mentioned. Good.

Now, check if it's chronological. Yes: first spool, then valve, then pliers on engine, then releasing.

Camera perspective: close-up shots throughout, no movement.

So final caption: A gloved hand holds a white spool near a brass fitting on a metal stand. The spool is moved away, revealing a brass valve with a cylindrical component and red tube. A hand uses red-handled pliers to grip a small metal part on a red and white engine component, then releases the pliers. All frames show close-up views of the actions with minimal background details.
</think>

<caption_output>A gloved hand holds a white spool near a brass fitting on a metal

Discrete objects include: (1) a hand turning a key in the steering wheel, (2) a hand using pliers on a metal pipe fitting, (3) a hand manipulating tools on an engine component. Motion is from human action on solid objects.

Background elements (black wall, white wall, engine block) are static and show no shifting or environmental motion (fire, water, wind).


A man in a dark shirt and blue shorts holds a red ping pong ball, moving from the right side of the frame toward the center and swinging his arm to hit the ball across a black ping pong table with yellow lines. He repeats the motion, circling the table. The camera remains stationary, capturing the scene from a fixed angle with minimal background details visible.

The man is performing a discrete exercise: lifting a barbell with arm movements, showing controlled locomotion driven by physical force.

Background (brick wall, gym equipment) is static with no shifting or fluid motion; no environmental elements like fire, water, or smoke are present.


A person wearing dark sunglasses, a white long-sleeve shirt, and dark overalls lies on a bed with beige blankets and dark blue pillows. They hold a small object near their face, lifting it slightly, then moving it around their face while adjusting their position. The camera remains stationary above with a slight shake, capturing the scene from a top-down angle as the person shifts.

A person (discrete object) is manipulating a held object (e.g., phone or container) with deliberate hand movements.

Background elements (bed, blanket) are static; no fire, water, smoke, or wind present. No ambient environmental motion.


Two young girls in pink clothing sit on the edge of a swimming pool, dipping their feet into the water; one wears a white top with pink accents. They alternately lower and lift their feet, creating ripples in the clear water. A person holding a blue ladder walks past in the background. The camera remains stationary with a slight downward angle, capturing the girls' movements against the pool's tiled edge.

Two girls sitting at the pool edge are moving their feet and legs, creating splashes in the water.

The background (pool deck, fence, trees) is static. Water splashes are visible but are caused by the girls' actions, not dominant ambient motion.


A young child with blonde hair, wearing a dark blue shirt and light-colored pants, pushes a colorful toy lawn mower with blue, red, and yellow wheels across a grassy backyard. The child moves steadily from left to right, gripping the mower's handle firmly as they navigate the lawn. The camera follows the child’s motion, panning right to maintain focus on their activity. Background elements include a wooden fence and trees, but the scene centers on the child’s persistent effort to maneuver the mower.

A child (discrete solid object) is pushing a toy lawn mower across the grass, exhibiting locomotion-driven motion through explicit physical interaction with the object.

Background elements (wooden fence, trees, grass) show no uniform shifting or fluid motion; static landscape with no environmental fluids or wind-driven motion observed.


A hand holds a white shoe with dark accents, manipulating its sole with a small tool to carve or shape it. Wood shavings scatter around the shoe, which rests on a person's blue denim jeans. The hand lifts the shoe to display its interior and continues shaping the sole, removing shavings. The camera maintains a close-up perspective, capturing the detailed hand movements and tool interaction with the shoe.

A hand holding a carving tool interacts with a wooden heart-shaped object, applying force to shape the wood through precise movements.

Static denim fabric background with no uniform shifting or fluid/environmental motion (fire, water, smoke, wind) detected.


A man in a black shirt stands against a blue background, making sequential hand gestures: initially raising both hands, then lowering one, pointing with his right hand, raising both hands again, gesturing with his right hand, and finally making a motion with one hand. The camera maintains a static front view throughout.

A person (the speaker) is making hand gestures, which are discrete solid object motions.

The background is a solid blue color with no shifting or environmental effects. There is no fire, water, smoke, or wind present.


The practitioner, wearing clear gloves and a black watch, uses a cloth to wipe the patient's leg, which rests on a white sheet. The hands move in a back-and-forth motion along the leg, with the practitioner’s left hand steadying the leg while the right hand applies the cloth. The camera maintains a top-down view, focusing closely on the procedure with minimal background visibility.

Hands applying a white cloth to a leg; discrete solid objects (human limbs and hands) moving due to manual wiping/cleaning motion.

No shifting background elements observed (white cloth and surface remain static), no fire, water, smoke, or wind present.


A person with gray hair, wearing dark clothing, bends forward then stands upright while playing a drum, surrounded by several standing individuals in dark attire holding instruments; the group remains mostly stationary except for the central figure's motion, with the camera maintaining a slightly shaky, frontal perspective as it zooms out slightly from the performers.

A group of people: one central individual exhibits locomotion (bending/sitting movements), while others stand still, indicating discrete solid objects moving via explicit physical actions.

Background elements (walls, signage) show no uniform shifting or environmental fluid motion (fire, water, smoke, wind); static environment with no dominant ambient forces.


A person in a red shirt, white shorts, and a cap, wearing gloves, kneels on a sidewalk and uses a tool to manipulate colorful paint on a large canvas laid over cardboard. The canvas displays vibrant blue, purple, and pink hues. Surrounding the canvas are multiple paint cans and art supplies. The individual moves their gloved hand across the canvas in a rhythmic motion, blending or spreading the paint. The camera maintains a stable top-down perspective, capturing the scene from above with minimal background details beyond the sidewalk and adjacent artwork.

A person in a red shirt is actively moving their hands to manipulate a colorful artwork on a cardboard surface, demonstrating distinct solid-object motion.

The tiled floor and cardboard background show no uniform shifting or environmental motion (no fire, water, smoke, wind detected).


RAW CAPTION: Okay, let's tackle this video captioning task. First, I need to understand the user's requirements. They want a concise, chronological paragraph describing the video, following specific rules.

Looking at the video frames provided:

The first frame shows a person sitting with two dogs. The person is wearing a gray shirt, and there are two dogs—one with a blue collar (maybe a pit bull type, grayish) and another with a red collar (brown). They're on a couch against a wall with a black silhouette design. The person is holding both dogs, and the dogs are looking around, maybe panting.

Then the next frames switch to a TV screen showing the same person speaking. The background of the TV scene has greenery, so maybe it's an outdoor setting or a different location. The TV is placed on a stand with some items around it, like a black wire or device.

The third frame is similar to the first but with the person and dogs still there. Then the video ends with a title screen: "WILD ADVENTUREZ" and the website. But according to the rules, I should exclude text recognition, so I don't mention the title or website.

Now, applying the rules:

a) Focus on motion and behavior chronologically. The video starts with the person and dogs, then cuts to the TV screen showing the person speaking, then back to the person and dogs, and ends with the title. Wait, the frames are: [0.0], [1.4], [2.5], [3.6], [4.7]. The first frame is person with dogs. Then frame 1.4 is TV showing person speaking. Then 2.5 and 3.6 are the same TV scene. Then 4.7 is back to person with dogs, then the title. Wait, the problem says the user provided frames from 0.0 to 4.7, so the sequence is:

0.0: person with two dogs on couch.

1.4: TV screen showing person talking.

2.5: TV still showing person talking.

3.6: back to person with dogs.

4.7: person with dogs again, then title appears.

But according to the caption rules, exclude text recognition (so the title at 4.7 shouldn't be mentioned). Wait, the output should describe the video chronologically, so the sequence of scenes is:

1. Person sitting with two dogs on a couch, holding them. The dogs are looking around.

2. Cut to a TV screen displaying the same person speaking.

3. The TV scene continues.

4. Cut back to the person and dogs on the couch.

Now, the caption needs to be in chronological order, mentioning the main subjects (person and dogs) and their behavior, appearance, spatial relationships.

In the first scene, the person is sitting on a couch with two dogs: one gray with blue collar, one brown with red collar. The person is wearing a gray shirt. They're seated on a couch against a wall with a black design. The dogs are beside the person, looking towards different directions (one maybe to the left, the other towards the camera?).

Then the scene cuts to a TV screen where the same person is speaking. The TV is placed on a stand, with some background objects (like a black wire). The person on the TV is outdoors (greenery behind).

Then it cuts back to the person with dogs on the couch. The dogs might be moving slightly, maybe the person is adjusting their hold.

Now, the caption should list the events in order, mentioning movement and behavior. But in the provided frames, the first and third frames are the same person with dogs, then the TV scene, then back to the person and dogs. Wait, the frames are:

[0.0] - person with dogs

[1.4] - TV

[2.5] - TV

[3.6] - person with dogs

[4.7] - person with dogs (but then the title appears, but text excluded)

So the video sequence is: start with person and dogs, then cut to TV of person speaking, then back to person and dogs.

The person is sitting on the couch with both dogs. The dogs are held by the person. In the TV scene, the person is talking, presumably. Then returns to the initial scene.

Now, the caption needs to mention the order: first the person with dogs, then the TV screen, then back to the person and dogs. But the user's instruction says "chronological paragraph describing the provided video."

Also, need to mention appearance: person in gray shirt, two dogs (gray with blue collar, brown with red collar). The spatial relationship: person sitting on couch, dogs beside them.

For the TV part: TV screen showing the person speaking, background greenery.

In

A person and two dogs are present; subtle movements occur between the dogs and the person (e.g., head adjustments, minor shifts in posture), indicating physical motion due to voluntary actions or animal behavior.

Static background elements (walls, couch, room furniture) show no shifting or fluid motion. No fire, water, smoke, or wind-driven environmental phenomena observed.


RAW CAPTION: Got it, let's tackle this. First, the video shows a person in a backyard. The main subject is a person. Let's see the sequence.

At the start, the person is standing on a wooden platform. Then they jump down, right? So motion: starting on the platform, then jumping towards the camera. Wait, the video starts with them on the platform, then in frame 1, they're still there, frame 2 they move towards the platform edge? Wait, no, let's check the frames.

Frame 0: person is on platform. Frame 1: maybe they're moving? Wait, the user's video description: [0.0] to [5.0] seconds. Let's parse the movement.

The person is on a wooden platform. Then they start jumping down, so from the platform, they jump towards the ground. Then they run towards the camera. Let's see the description:

In the first frame, person is on platform. Then in subsequent frames, they move: from platform, jump down (so vertical motion), then run towards the camera (horizontal). Then in frame 5, they're close to the camera, maybe stepping over the blue pipe.

Wait, the description says: "a person is standing on a wooden platform in a backyard. The person jumps down from the platform and runs towards the camera, stepping over a blue pipe on the ground."

Wait, let's check the frames:

[0.0] person is on platform.

[1.0] maybe they start moving, but in the frames, it's a sequence. The person starts on the platform, then jumps down (so from platform to ground), then runs towards the camera, passing over the blue pipe.

So motion: starts on platform, jumps down, then runs towards camera, moving through the yard towards the camera's position.

Appearance: the person is wearing dark top and light pants (since in frame 4, they're in the middle of running, so we can note that). They are a single person.

Spatial relationship: the platform is in the background, the blue pipe is on the ground in the foreground. The person moves from platform (background) to foreground, stepping over the pipe.

Camera perspective: it's a fixed camera, no movement, so static. The camera is positioned at a low angle, looking towards the platform.

Now, following the rules:

a) Motion: chronological order. Person starts on platform, jumps down, runs towards camera, steps over blue pipe.

b) Appearance: single person, dark top, light pants.

c) Spatial: platform in background, blue pipe in foreground.

d) Camera: fixed, no movement.

e) Background minimal: backyard with greenery, but since it's minimal, maybe just mention the setting briefly.

f) Exclude text, etc.

So let's structure:

A person in dark clothing and light pants stands on a wooden platform in a backyard. They jump down from the platform, run toward the camera, and step over a blue pipe lying on the ground in the foreground. The camera remains stationary throughout.

Check the rules:

- Focus on motion: yes, chronological order.

- Appearance: dark top, light pants, single person.

- Spatial: platform (background), blue pipe (foreground).

- Camera: stationary.

- Background minimal: backyard is mentioned, but it's essential for the setting, but "backyard" is okay.

Now, check if "backyard" is essential. The motion is in a backyard, so it's part of the context. But the rule says "keep background descriptions minimal unless essential for understanding motion." So if the backyard is the setting where the action happens, maybe it's okay to mention.

Let's confirm the sequence:

Start: person on platform.

Then jump down, run towards camera (so direction is towards camera), then steps over the blue pipe.

The blue pipe is on the ground in the foreground. So when they run towards camera, they step over it.

So the caption should capture that.

Also, the person's movement: jumps down from platform, then runs toward camera, steps over pipe.

Check if "stepping over" is accurate. In frame 5, they're close to the pipe, so yes.

Now, put it all together concisely.

"An individual wearing dark top and light pants stands on a wooden platform in a backyard. They jump down from the platform, run toward the camera, and step over a blue pipe on the ground in the foreground. The camera remains stationary."

Wait, the rule e says "minimal background descriptions". Maybe "backyard" is essential, but if we can say "a backyard garden" but the original says "backyard" in the video description. But maybe "backyard" is okay.

Alternatively, since the background has greenery, but the rule says minimal, so maybe just "a backyard"

A person is walking towards the camera and stepping over a blue object (likely a pipe), exhibiting clear locomotion motion.

The background elements (trees, fence, wall) are static and show no significant environmental motion (e.g., wind, water, fire).


A woman in a black dress dances in a room. She moves toward the camera from near a white door, jumps with arms raised, then continues dancing with outstretched arms. The camera remains fixed with slight shake.

A person in a black dress performs dynamic dance movements (arm gestures, body swaying) across the room.

No shifting background elements (walls, door, frame, TV) detected; no fire, water, smoke, or wind visible in the scene.


Four musicians perform on a dimly lit stage. A person in a black shirt and jeans holds a clarinet, lifting it to play. To their right, a person in a dark shirt and gray pants plays a saxophone. In the foreground, a person with curly hair faces away, playing a keyboard. A person in a yellow shirt stands to the left, facing away from the camera near electronic equipment. The camera remains stationary, capturing the band from an audience perspective with minimal background detail.

Four musicians (pianist, bassist, guitarist, and keyboardist) exhibit hand/limb motion from playing instruments; movements are discrete and trackable via bounding boxes (e.g., bassist's hands on strings, guitarist's strumming).

No shifting background elements (stage backdrop static) and no fluid/environmental motion (no fire, water, smoke, wind observed).


A person wearing a dark green hoodie and black hat stands on a grassy field with palm trees in the background. They hold a small object with both hands, then raise their right hand to adjust their hat while keeping the object in their left hand, followed by lifting the object above their head with both hands. The individual continues making hand movements, including adjusting their hat. The camera remains stationary throughout.

A person in a green jacket and black hat manipulates a small object (likely a glass or bottle) with their hands, exhibiting controlled movements such as raising, lowering, and positioning the object.

Background elements (palm trees, grass, sky) are stationary with no uniform shifting or fluid environmental motion (e.g., no fire, water, smoke, or significant wind effects).


A woman with a ponytail, wearing a dark top with a white stripe, sits at a large wooden pipe organ, her hands moving rhythmically over the keys as she plays. To her right, a red chair and stacked books are visible in the background; the camera remains static throughout the sequence.

A person is seated at a desk, engaging in typing or computer interaction, exhibiting discrete, solid object motion.

The background features static elements like vertical green curtains and walls, with no shifting or fluid motion observed.


A group of athletes in white and dark blue athletic wear run and pass a ball across an outdoor court, repositioning dynamically. Players move in various directions, with one individual passing the ball to a teammate who then sprints forward. The camera pans right, tracking the players' motion as they engage in the activity.

Multiple people (players) are moving on a court, interacting with a ball. Their motion includes running, jumping, and hitting the ball—distinct solid-object movements driven by physical forces (locomotion, collisions).

The background features a static building and court lines with no discernible fluid motion (fire, water, smoke) or significant environmental swaying. Background elements (e.g., walls, court lines) show uniform position across frames, indicating no dominant ambient environmental motion.


A person with a purple wristband, gray pants, and blue/black shoes crouches, using hands to manipulate brown, fibrous material. The hands grasp and pull the material from a pile, moving it toward a container. The camera remains close-up and handheld, focusing on the hands and material.

Hands are manipulating a fibrous, brown object (likely a coconut husk) through pulling, twisting, and peeling motions. The hands and the object exhibit distinct, solid movement patterns.

No significant shifting background elements or fluid/environmental motion (e.g., fire, water, smoke) observed. Ground and static objects (like shoes) remain mostly stationary, indicating minimal ambient influence.


A person wearing a dark jacket and light pants exits a blue taxi, standing up from the rear seat while holding a white bag. They close the car door and walk away from the vehicle. The taxi remains parked on a street with other vehicles visible in the background. The camera captures the sequence from a fixed position with a slight shake.

A person exits a blue taxi and walks away.

Background trees and vehicles are stationary; no fire, water, or wind present.


A man in a light blue button-up shirt and dark pants stands in front of vertical metal slats with a gray wall behind him; a dark backpack rests on a stand to his left. He extends his right arm outward, then gestures with both arms extended palm-up before lowering them. He adjusts his stance, moving slightly toward the camera. The camera remains stationary, capturing his actions from a frontal perspective.

A person in a blue shirt is moving, exhibiting gestures and locomotion (walking, arm movements) without collision or external force interaction beyond their own physical movement.

Background elements (vertical slats and concrete wall) remain static with no shifting or fluid motion (fire, water, smoke, wind). No ambient environmental motion detected.


Two girls sit on a dark patterned couch with red cushions; the girl in a pink sleeveless dress with a pink belt leans over the girl in a white sleeveless floral dress. The girl in white eats from a small bowl, then both raise their hands in the air. The camera remains stationary throughout.

Two girls on the couch perform discrete actions: reaching for an object, waving hands, and shifting positions; their movements are solid and trackable as distinct human subjects.

Background elements (couch, cushions, wall, hanging clothes) show no shifting or fluid motion; no fire, water, smoke, or wind present.


A woman in a purple jacket and a man in a beige vest sit in the truck bed of a pickup. The woman holds a white skeleton and currency, then uses her hands to position an orange object onto the skeleton. The camera zooms in on her hands as she manipulates the items, with the man standing nearby. Background elements like a house and trees are visible but not emphasized. The shot transitions from a wide view of the truck to a tight focus on the woman’s hands.

Discrete solid objects in motion: person in purple jacket manipulating skeleton toy and orange glove, person in beige vest handing over orange glove and stepping back.

No significant ambient environmental motion detected; background elements (fence, trees, houses) are static with no fluid or gaseous motion (fire, water, smoke, wind).


RAW CAPTION: Got it, let's tackle this. First, the video starts with a black screen, then transitions to a street scene. The main elements are vehicles and a person. Let's list the chronological events.

At the beginning, the scene is a street with buildings. Then, a silver van drives past. A white van is parked on the sidewalk. A person in dark clothes walks across the street. A motorcycle with a rider in blue clothes goes by. A yellow taxi passes, then another silver van. Wait, need to track order.

Start: [0.0] black screen. Then [1.4] street with buildings, parked white vans. [2.0] silver van drives left to right. [2.5] a person (dark shirt, shorts) walks, motorcycle (rider blue) goes by. Then [3.5] yellow taxi approaches, then [4.5] another silver van. Wait, the video segments are: [1.4] shows the street with buildings, parked white vans (one blue-tiled building), silver van starts moving. [2.0] silver van is moving. [2.5] person walks (dark clothes), motorcycle passes. Then [3.5] yellow taxi comes, then [4.5] silver van again? Wait, the timestamps: the video has 0.3s black, then 1.4s to 4.7s.

Let me break down each second:

0.0-0.3: black screen.

1.4s: street scene. Buildings (one blue-tiled), parked white vans (two?), silver van approaches from left.

2.0s: silver van is moving across the street, a white van parked on sidewalk (blue-tiled building), another white van parked.

2.5s: person in dark shirt, gray shorts, walks across the street. Motorcycle with rider in blue jacket and jeans passes by.

3.5s: yellow taxi (with "TAXI" maybe, but exclude text) drives left to right. Then the silver van is still there.

4.7s: silver van continues moving.

Wait, the video has:

- At 1.4s: scene opens to street with buildings, parked white vehicles (two vans: one with blue tiles, one plain white). A silver van enters the frame from left, moving right.

- Then a person (male, dark shirt, gray shorts) walks across the street (from left to right, in front of the parked vans).

- A motorcycle (rider in blue shirt, jeans) passes through the street.

- A yellow taxi (car) drives by, then another silver van.

- Finally, the silver van continues moving.

Now, focus on motion and behavior chronologically. Start from the scene opening.

First, the video starts with a black screen, then transitions to a street with buildings and parked vehicles. A silver van drives from left to right across the street. A person in dark clothing and gray shorts walks across the street in front of the parked vehicles. A motorcycle with a rider in blue clothing passes by. A yellow taxi then drives from left to right, followed by another silver van. The camera remains stationary, capturing the street scene.

Wait, the rules: exclude text recognition, so "TAXI" is not mentioned, just yellow car. Also, background is minimal unless essential. So background: buildings, parked vans.

Check chronological order:

1. Scene opens (after black screen) with street, buildings, parked vehicles (white vans). Silver van drives left to right.

2. Person (dark shirt, gray shorts) walks across street (from left to right, in front of parked vans).

3. Motorcycle (rider blue) passes through street.

4. Yellow taxi drives left to right.

5. Another silver van drives left to right.

Wait, the video sequence:

Frame 0.3: black.

Frame 1.4: street with buildings, two white vans parked (one blue-tiled, one white), silver van moving left to right.

Frame 2.0: silver van continues moving.

Frame 2.5: person walking across street, motorcycle (rider blue) moving.

Frame 3.5: yellow taxi moving.

Frame 4.7: silver van continues.

So the order:

- After black screen, street scene: silver van drives past parked white vans (one blue-tiled building). Then a person (dark top, gray shorts) walks across street, followed by a motorcycle rider (blue clothing) passing by. Then a yellow taxi drives past, and another silver van moves across the street.

Wait, the person is walking from left to right, then the motorcycle goes by. Then the yellow taxi, then another van.

So concise chronological paragraph:

The video begins with a street scene featuring a blue-tiled building and parked white

Multiple solid objects (cars, motorcycle, pedestrian) are moving along the street due to locomotion. The silver van, yellow taxi, motorcyclist, and gray sedan move from left to right, and a pedestrian walks on the sidewalk.

Background buildings and parked vehicles are static. No fluid/environmental motions (fire, water, wind) are present. The background does not shift uniformly, indicating no camera motion.


In an outdoor yard, individuals play a game: a person in a black shirt and blue jeans throws a dark disc, prompting others—including someone in a purple top and blue pants—to move rapidly. The group collides as they attempt to intercept the disc; the camera follows their motion with slight shake and a pan left.

Multiple people are engaging in physical interaction (pushing, dodging, blocking) with circular shields; their motion is driven by explicit physical forces and locomotion.

Background elements (white shed, equipment, trees) remain stable with no uniform shifting. No fire, water, smoke, or wind-induced motion observed.


A baby wearing a light-colored onesie with small patterns is shown in close-up. The baby initially looks upward with their mouth slightly open, then turns their head downward and to the side, closing their mouth and displaying various facial expressions. The baby's head moves in slight motions, and the background remains dark and indistinct. The camera maintains a close perspective with minimal movement, exhibiting a slight shake throughout the sequence.

A baby is moving its head and facial features, showing natural movements such as blinking and head turning.

The background is a static dark fabric with no shifting or environmental motion (fire, water, wind).


A person wearing an orange cap and orange jacket with a patterned scarf stands in a wooded area. They begin with eyes closed, then open their eyes. The background consists of leafless trees. The camera remains in a close-up perspective with minimal movement.

The person's head is turning slightly, which is a discrete solid object (the person) moving due to muscle contraction.

The background (trees) is static with no significant shifting. No fluid or environmental motion (fire, water, smoke, wind) is visible.


In a dance studio, a man in a black tank top and white shorts holds a woman in a black tank top and black leggings as she lifts her leg, then releases her and steps back; the camera pans left to reveal additional dancers in black and casual attire moving across the dark floor, with a white wall and blue paneling in the background. The camera maintains a slight pan left throughout the sequence.

Multiple dancers (at least 4 visible) are moving: one pair in the foreground performing a lift and spin, and others in the background dancing. Their motion is due to locomotion and interaction.

The background (walls, floor, and fixed objects) shows no shifting or uniform motion. There are no fluid or environmental elements such as fire, water, or smoke.


A young girl wearing a purple shirt and pink pants stands in a doorway, initially holding her hand near her mouth. She turns her head slightly, smiles, and then gestures with her hand toward the camera. The camera remains stationary throughout.

The child is moving: turning head, adjusting clothing, and changing posture. These are solid, distinct human movements.

No shifting background elements or fluid/environmental motion (fire, water, wind) detected. Background walls and door frame are static.


A grassy field features three people: two in yellow shirts and one in blue. The right yellow-shirted individual, near a cluster of white balls, walks left toward the center while the left yellow-shirted person moves right, approaching the blue-shirted individual who remains stationary. Their movements converge toward the center of the field. The camera maintains a static top-down perspective throughout.

Two distinct human subjects (orange and blue clothing) are moving across the field. The orange-clad individual moves leftward across the field, while the blue-clad individual appears stationary or moves minimally. Their motion is consistent with locomotion on solid ground.

The background elements (building, field boundaries) remain static across frames, showing no significant shifting or fluid motion. No fire, water, smoke, or wind is visible as dominant environmental phenomena.


A man in a dark blue polo shirt and jeans sits on a white chair, holding a clear plastic bag of colorful items. A woman in a black shirt enters from the left, holding a blue balloon pump. Both shift positions slightly and smile, maintaining their seated postures. The camera remains static, capturing the scene from a frontal perspective.

Two seated individuals exhibit subtle movements (e.g., hand adjustments, slight shifts in posture) while holding objects (blue item, bottle).

Background elements (walls, furniture) show no uniform shifting; no fire, water, smoke, or wind present.


A man in a gray short-sleeved shirt holds a coiled snake, adjusting its position with both hands while displaying its pattern. He rotates the snake slightly, revealing its light brown color with darker markings. A second person in an orange shirt walks behind him, moving from right to left. The camera maintains a steady focus on the man and the snake, with minimal background elements of urban buildings and a tree visible.

The man is actively rotating a coconut, which is a solid object, using his hands. The motion is due to explicit physical force from his hands.

The background shows minimal tree swaying due to wind, but it is not the dominant motion. The barrier tape and fence remain largely static.


A person wearing a light blue and white checkered shirt with buttons and pockets is shown from the chest down. The individual's hands enter the frame, clasp together in front of the chest with fingers interlocking, then adjust slightly while remaining positioned over the shirt. The camera maintains a close-up, steady perspective focused on the upper torso and hands throughout the sequence.

A person in a checkered shirt moves: turns to show back, then performs deliberate hand gestures (folding fingers, clapping motion) in front of chest.

Background is static indoor setting with no shifting elements; no fire, water, smoke, or wind observed.