Datasets:
Modalities:
Image
Languages:
English
Size:
100M<n<1B
Tags:
computer-vision
autonomous-driving
driver-attention
gaze-estimation
semantic-segmentation
dataset
License:
Update README.md
Browse files
README.md
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@@ -58,7 +58,7 @@ This directory contains **gaze–object annotation files** for each scene.
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**File format**
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- `<scene_id>`: scene index (starting from 0)
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- Each row corresponds to one time step / frame
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-
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##### Gaze Target Information
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- `Stare_obj`: ID of the object being gazed at
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- `0` indicates background or no valid gaze target
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@@ -72,7 +72,6 @@ The screen resolution is **5740 × 1010**, and gaze regions are defined as:
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| `RB` | Right side mirror | `[4719, 560] – [5389, 990]` |
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| `MB` | Rear-view mirror | `[2890, 210] – [3540, 400]` |
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-
---
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##### Vehicle Screen Positions
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- `Car{i}_screen_X`, `Car{i}_screen_Y`: 2D screen-space coordinates of risk-relevant vehicles
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- Coordinates are aligned with the same frame as gaze annotations
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@@ -81,7 +80,7 @@ The screen resolution is **5740 × 1010**, and gaze regions are defined as:
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- For the **first 10 participants**, each frame contains up to **9 risk objects**
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- For the **remaining 20 participants**, scenes **5–9** contain **8 risk objects**
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- Columns are kept consistent across files; unused slots are zero-padded
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-
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These files jointly describe **where the driver is looking** and **where potential risk objects are located** on the screen at each time step, and are time-aligned with other modalities in the dataset.
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@@ -93,7 +92,7 @@ This directory contains **per-frame driving state and scene feature files** for
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- `<scene_id>`: scene index (starting from 0)
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- Each row corresponds to one time step / frame
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- Rows are time-aligned with gaze annotations and instance segmentation outputs
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-
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##### Ego Vehicle and Driver State
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- `time`: timestamp (Unix time)
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- `steering`: steering wheel angle
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@@ -102,11 +101,11 @@ This directory contains **per-frame driving state and scene feature files** for
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- `TOR_flag`: take-over request indicator
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- `Handchange_flag`: handover / control change indicator
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- `Collision_flag`: collision indicator (binary)
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-
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##### Ego Vehicle Position
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- `main_car_id`: ID of the ego vehicle
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- `main_car_x`, `main_car_y`: ego vehicle position in world coordinates
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-
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##### Surrounding Risk Object Features
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For each risk-relevant object in the scene, features are stored using indexed columns:
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@@ -116,10 +115,10 @@ For each risk-relevant object in the scene, features are stored using indexed co
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- Screen-space position (`Car{i}_screen_X`, `Car{i}_screen_Y`)
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- Additional kinematic or geometric features
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If a risk object is not present in a frame, its corresponding feature values are filled with `0`.
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-
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##### Gaze Point Projection
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- `ScreenPoint2D_x`, `ScreenPoint2D_y`: projected 2D gaze point on the screen, aligned with gaze annotations
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-
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These files provide **low-level driving signals, ego vehicle states, and scene-level object features**, and are intended to be used jointly with:
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- `Gaze_object_output/` (gaze–object annotations)
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- `Tester*_IS/` (instance segmentation outputs)
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**File format**
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- `<scene_id>`: scene index (starting from 0)
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- Each row corresponds to one time step / frame
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| 61 |
+
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| 62 |
##### Gaze Target Information
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- `Stare_obj`: ID of the object being gazed at
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| 64 |
- `0` indicates background or no valid gaze target
|
|
|
|
| 72 |
| `RB` | Right side mirror | `[4719, 560] – [5389, 990]` |
|
| 73 |
| `MB` | Rear-view mirror | `[2890, 210] – [3540, 400]` |
|
| 74 |
|
|
|
|
| 75 |
##### Vehicle Screen Positions
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| 76 |
- `Car{i}_screen_X`, `Car{i}_screen_Y`: 2D screen-space coordinates of risk-relevant vehicles
|
| 77 |
- Coordinates are aligned with the same frame as gaze annotations
|
|
|
|
| 80 |
- For the **first 10 participants**, each frame contains up to **9 risk objects**
|
| 81 |
- For the **remaining 20 participants**, scenes **5–9** contain **8 risk objects**
|
| 82 |
- Columns are kept consistent across files; unused slots are zero-padded
|
| 83 |
+
|
| 84 |
These files jointly describe **where the driver is looking** and **where potential risk objects are located** on the screen at each time step, and are time-aligned with other modalities in the dataset.
|
| 85 |
|
| 86 |
|
|
|
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| 92 |
- `<scene_id>`: scene index (starting from 0)
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| 93 |
- Each row corresponds to one time step / frame
|
| 94 |
- Rows are time-aligned with gaze annotations and instance segmentation outputs
|
| 95 |
+
|
| 96 |
##### Ego Vehicle and Driver State
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| 97 |
- `time`: timestamp (Unix time)
|
| 98 |
- `steering`: steering wheel angle
|
|
|
|
| 101 |
- `TOR_flag`: take-over request indicator
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| 102 |
- `Handchange_flag`: handover / control change indicator
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| 103 |
- `Collision_flag`: collision indicator (binary)
|
| 104 |
+
|
| 105 |
##### Ego Vehicle Position
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| 106 |
- `main_car_id`: ID of the ego vehicle
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| 107 |
- `main_car_x`, `main_car_y`: ego vehicle position in world coordinates
|
| 108 |
+
|
| 109 |
##### Surrounding Risk Object Features
|
| 110 |
For each risk-relevant object in the scene, features are stored using indexed columns:
|
| 111 |
|
|
|
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| 115 |
- Screen-space position (`Car{i}_screen_X`, `Car{i}_screen_Y`)
|
| 116 |
- Additional kinematic or geometric features
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| 117 |
If a risk object is not present in a frame, its corresponding feature values are filled with `0`.
|
| 118 |
+
|
| 119 |
##### Gaze Point Projection
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| 120 |
- `ScreenPoint2D_x`, `ScreenPoint2D_y`: projected 2D gaze point on the screen, aligned with gaze annotations
|
| 121 |
+
|
| 122 |
These files provide **low-level driving signals, ego vehicle states, and scene-level object features**, and are intended to be used jointly with:
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| 123 |
- `Gaze_object_output/` (gaze–object annotations)
|
| 124 |
- `Tester*_IS/` (instance segmentation outputs)
|