id stringlengths 9 31 | name stringlengths 9 45 | input_primary stringclasses 6
values | input_secondary listlengths 0 2 | output_primary stringclasses 5
values | output_audio bool 2
classes | output_audio_type stringclasses 8
values | characteristics stringlengths 28 209 | metadata_maturity_level stringclasses 3
values | metadata_common_use_cases listlengths 2 4 | metadata_platforms listlengths 1 4 | metadata_example_models listlengths 0 4 | relationships stringclasses 2
values | output_modality stringclasses 5
values | operation_type stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
img-to-vid-no-audio | Image to Video (No Audio) | image | [] | video | false | {"processType": "synthesis", "audioGeneration": "none", "lipSync": false, "motionType": "general"} | mature | [
"Static image animation",
"Product visualization",
"Concept previsualization"
] | [
"Replicate",
"FAL AI",
"Stability AI"
] | [
"Stable Video Diffusion",
"AnimateDiff"
] | {} | video | creation | |
img-to-vid-ambient-audio | Image to Video (Ambient Audio) | image | [
"text"
] | video | true | ambient | {"processType": "synthesis", "audioGeneration": "synthesized", "audioPrompting": "text-based", "lipSync": false, "motionType": "general", "audioCharacteristics": ["background", "environmental", "atmospheric"]} | emerging | [
"Scene ambiance creation",
"Marketplace atmosphere",
"Environmental storytelling"
] | [
"FAL AI",
"Experimental"
] | [] | {} | video | creation |
img-to-vid-lipsync-text | Image to Video (Lip Sync from Text) | image | [
"text"
] | video | true | speech | {"processType": "synthesis", "audioGeneration": "text-to-speech", "audioPrompting": "text-based", "lipSync": true, "lipSyncMethod": "generated-from-text", "motionType": "facial"} | mature | [
"Avatar creation",
"Character animation from portrait",
"Marketing personalization"
] | [
"Replicate",
"FAL AI",
"HeyGen"
] | [
"Wav2Lip",
"SadTalker",
"DreamTalk"
] | {} | video | creation |
img-to-vid-lipsync-audio | Image to Video (Lip Sync from Audio) | image | [
"audio"
] | video | true | speech | {"processType": "synthesis", "audioGeneration": "reference-based", "audioPrompting": "audio-reference", "lipSync": true, "lipSyncMethod": "audio-driven", "motionType": "facial"} | mature | [
"Voice cloning with video",
"Dubbing and localization",
"Podcast video generation"
] | [
"Replicate",
"FAL AI"
] | [
"Wav2Lip",
"SadTalker"
] | {} | video | creation |
img-to-vid-lipsync-lora | Image to Video (Lip Sync with LoRA Character) | image | [
"text",
"lora-model"
] | video | true | speech | {"processType": "synthesis", "audioGeneration": "text-to-speech", "audioPrompting": "text-based", "lipSync": true, "lipSyncMethod": "generated-from-text", "characterReference": "lora", "motionType": "facial"} | experimental | [
"Consistent character animation",
"Brand mascot videos",
"Personalized avatars"
] | [
"Specialized services"
] | [] | {} | video | creation |
text-to-vid-no-audio | Text to Video (No Audio) | text | [] | video | false | {"processType": "synthesis", "audioGeneration": "none", "motionType": "general"} | emerging | [
"Concept visualization",
"Storyboarding",
"Creative exploration"
] | [
"Replicate",
"FAL AI",
"RunwayML"
] | [
"ModelScope",
"ZeroScope"
] | {} | video | creation | |
text-to-vid-with-audio | Text to Video (With Audio) | text | [] | video | true | synchronized | {"processType": "synthesis", "audioGeneration": "synthesized", "audioPrompting": "text-based", "audioVideoSync": true, "motionType": "general"} | experimental | [
"Complete scene generation",
"Multimedia storytelling"
] | [
"Experimental"
] | [] | {} | video | creation |
audio-to-vid | Audio to Video | audio | [
"text"
] | video | true | original | {"processType": "synthesis", "audioVisualization": true, "motionType": "audio-reactive"} | experimental | [
"Music visualization",
"Audio-reactive art",
"Podcast video generation"
] | [
"Experimental"
] | [] | {} | video | creation |
multimodal-img-audio-to-vid | Image + Audio to Video | image | [
"audio"
] | video | true | original | {"processType": "synthesis", "audioGeneration": "reference-based", "motionType": "audio-driven", "lipSync": false} | experimental | [
"Audio-driven animation",
"Dance video generation",
"Music-driven motion"
] | [
"Experimental"
] | [] | {} | video | creation |
multimodal-text-img-to-vid | Text + Image to Video | text | [
"image"
] | video | false | {"processType": "synthesis", "guidanceType": "text-and-visual", "motionType": "guided"} | emerging | [
"Guided video generation",
"Controlled animation",
"Reference-based video creation"
] | [
"Replicate",
"FAL AI"
] | [
"AnimateDiff with ControlNet"
] | {} | video | creation | |
3d-to-vid | 3D Model to Video | 3d-model | [] | video | false | {"processType": "rendering", "renderType": "3d-rendering", "motionType": "camera-path"} | mature | [
"3D visualization",
"Product rendering",
"Architectural visualization"
] | [
"Blender",
"Unreal Engine",
"Unity"
] | [] | {} | video | creation | |
music-to-vid | Music to Video | music | [
"text"
] | video | true | music | {"processType": "synthesis", "audioVisualization": true, "motionType": "audio-reactive", "audioVideoSync": true} | emerging | [
"Music video generation",
"Lyric videos",
"Album visualizers"
] | [
"Replicate",
"Experimental"
] | [
"Stable Diffusion Video"
] | {} | video | creation |
text-to-vid-music | Text to Video with Music | text | [] | video | true | music | {"processType": "synthesis", "audioGeneration": "synthesized", "audioPrompting": "text-based", "audioVideoSync": true, "motionType": "general"} | experimental | [
"Promotional videos",
"Social media content",
"Advertisement creation"
] | [
"Experimental"
] | [] | {} | video | creation |
img-to-vid-music | Image to Video with Music | image | [
"text"
] | video | true | music | {"processType": "synthesis", "audioGeneration": "synthesized", "audioPrompting": "text-based", "motionType": "general", "audioCharacteristics": ["melodic", "rhythmic"]} | experimental | [
"Photo slideshow creation",
"Social media posts",
"Memory videos"
] | [
"Experimental"
] | [] | {} | video | creation |
vid-to-vid-upscale | Video Upscaling | video | [] | video | true | original | {"processType": "enhancement", "audioHandling": "passthrough", "preserveAudio": true} | mature | [
"Resolution enhancement",
"Quality improvement",
"Restoration"
] | [
"Topaz",
"Replicate"
] | [
"Topaz Video AI",
"Real-ESRGAN Video"
] | {} | video | creation |
multimodal-vid-text-to-vid | Video + Text to Video | video | [
"text"
] | video | true | original | {"processType": "transformation", "guidanceType": "text-and-visual", "audioHandling": "passthrough", "preserveAudio": true, "motionType": "guided"} | emerging | [
"Video-guided generation",
"Motion transfer",
"Style-guided video"
] | [
"Replicate",
"RunwayML"
] | [
"Gen-2",
"Pika"
] | {} | video | creation |
vid-to-vid-no-audio | Video to Video (No Audio) | video | [
"text"
] | video | false | {"processType": "transformation", "transformationTypes": ["style-transfer", "motion-modification", "object-editing"], "preserveAudio": false} | emerging | [
"Video style transfer",
"Video editing",
"Motion manipulation"
] | [
"Replicate",
"RunwayML"
] | [
"Gen-2",
"Video ControlNet"
] | {} | video | editing | |
vid-to-vid-preserve-audio | Video to Video (Preserve Audio) | video | [
"text"
] | video | true | original | {"processType": "transformation", "transformationTypes": ["style-transfer", "motion-modification", "object-editing"], "preserveAudio": true, "audioHandling": "passthrough"} | emerging | [
"Video style transfer with audio",
"Content transformation maintaining soundtrack"
] | [
"Replicate",
"RunwayML"
] | [] | {} | video | editing |
vid-to-vid-inpainting | Video Inpainting | video | [
"text"
] | video | true | original | {"processType": "inpainting", "transformationTypes": ["object-editing"], "preserveAudio": true, "audioHandling": "passthrough", "modification": "selective-editing"} | emerging | [
"Object removal",
"Background replacement",
"Video cleanup"
] | [
"Replicate",
"RunwayML",
"Adobe"
] | [
"ProPainter",
"E2FGVI"
] | {} | video | editing |
vid-to-vid-enhancement | Video Enhancement | video | [] | video | true | original | {"processType": "enhancement", "transformationTypes": ["enhancement"], "preserveAudio": true, "audioHandling": "passthrough", "modification": "enhancement"} | mature | [
"Quality improvement",
"Noise reduction",
"Color grading",
"Stabilization"
] | [
"Topaz",
"Adobe",
"Replicate"
] | [
"Topaz Video AI",
"DAIN",
"Real-ESRGAN"
] | {} | video | editing |
vid-to-vid-interpolation | Video Frame Interpolation | video | [] | video | true | original | {"processType": "enhancement", "transformationTypes": ["motion-modification"], "preserveAudio": true, "audioHandling": "passthrough", "modification": "enhancement"} | mature | [
"Frame rate increase",
"Slow motion creation",
"Smooth motion"
] | [
"Topaz",
"Replicate"
] | [
"RIFE",
"DAIN",
"Flowframes"
] | {} | video | editing |
vid-to-vid-colorization | Video Colorization | video | [] | video | true | original | {"processType": "transformation", "transformationTypes": ["enhancement"], "preserveAudio": true, "audioHandling": "passthrough", "modification": "enhancement"} | emerging | [
"Black and white restoration",
"Historical footage colorization",
"Archival restoration"
] | [
"Replicate",
"DeOldify"
] | [
"DeOldify",
"Video Colorization"
] | {} | video | editing |
vid-to-vid-deepfake | Video Face Swap | video | [
"image"
] | video | true | original | {"processType": "transformation", "transformationTypes": ["object-editing"], "preserveAudio": true, "audioHandling": "passthrough", "modification": "selective-editing"} | mature | [
"Face replacement",
"Character substitution",
"Visual effects"
] | [
"Replicate",
"DeepFaceLab"
] | [
"DeepFaceLab",
"Roop",
"FaceSwap"
] | {} | video | editing |
vid-to-vid-relighting | Video Relighting | video | [
"text"
] | video | true | original | {"processType": "transformation", "transformationTypes": ["enhancement"], "preserveAudio": true, "audioHandling": "passthrough", "modification": "enhancement"} | experimental | [
"Lighting adjustment",
"Time of day change",
"Mood alteration"
] | [
"Experimental"
] | [] | {} | video | editing |
vid-to-vid-segmentation | Video Segmentation | video | [
"text"
] | video | true | original | {"processType": "transformation", "transformationTypes": ["object-editing"], "preserveAudio": true, "audioHandling": "passthrough", "modification": "selective-editing"} | emerging | [
"Background removal",
"Object isolation",
"Green screen replacement"
] | [
"Replicate",
"Runway",
"Unscreen"
] | [
"Segment Anything Video",
"XMem",
"Cutout.pro"
] | {} | video | editing |
text-to-audio | Text to Audio | text | [] | audio | false | general | {"processType": "synthesis", "audioType": "general", "audioCategories": ["speech", "sound-effects", "music", "ambient"]} | mature | [
"Sound effect generation",
"Voiceover creation",
"Audio asset production"
] | [
"Replicate",
"ElevenLabs",
"AudioCraft"
] | [
"AudioGen",
"MusicGen"
] | {} | audio | creation |
text-to-speech | Text to Speech | text | [] | audio | false | speech | {"processType": "synthesis", "audioType": "speech", "voiceCloning": false} | mature | [
"Narration",
"Accessibility",
"Voice assistants"
] | [
"ElevenLabs",
"Google Cloud",
"Azure",
"AWS"
] | [
"ElevenLabs",
"Google WaveNet",
"Azure Neural TTS"
] | {} | audio | creation |
text-to-music | Text to Music | text | [] | audio | false | music | {"processType": "synthesis", "audioType": "music", "melodic": true} | emerging | [
"Background music generation",
"Musical composition",
"Soundtrack creation"
] | [
"Replicate",
"Stability AI"
] | [
"MusicGen",
"Stable Audio"
] | {} | audio | creation |
text-to-speech-voice-clone | Text to Speech (Voice Cloning) | text | [
"audio"
] | audio | false | speech | {"processType": "synthesis", "audioType": "speech", "voiceCloning": true} | mature | [
"Custom voice synthesis",
"Personalized narration",
"Voice preservation"
] | [
"ElevenLabs",
"Replicate",
"PlayHT"
] | [
"ElevenLabs",
"XTTS",
"Bark"
] | {} | audio | creation |
text-to-sound-effects | Text to Sound Effects | text | [] | audio | false | sound-effects | {"processType": "synthesis", "audioType": "sound-effects"} | emerging | [
"SFX generation",
"Foley creation",
"Game audio"
] | [
"Replicate",
"AudioCraft"
] | [
"AudioGen",
"AudioLDM"
] | {} | audio | creation |
img-to-audio | Image to Audio | image | [
"text"
] | audio | false | general | {"processType": "synthesis", "audioType": "general"} | experimental | [
"Image sonification",
"Scene audio generation",
"Accessibility"
] | [
"Experimental"
] | [] | {} | audio | creation |
music-to-music-style | Music Style Transfer | music | [
"text"
] | audio | false | music | {"processType": "transformation", "audioType": "music", "melodic": true} | experimental | [
"Genre transformation",
"Instrument swap",
"Musical reimagining"
] | [
"Experimental"
] | [] | {} | audio | creation |
vid-to-audio-extraction | Video to Audio Extraction | video | [] | audio | false | general | {"processType": "transformation", "audioType": "general"} | mature | [
"Audio extraction",
"Soundtrack isolation",
"Voice extraction"
] | [
"FFmpeg",
"Standard tools"
] | [] | {} | audio | creation |
humming-to-music | Humming to Music | audio | [
"text"
] | audio | false | music | {"processType": "synthesis", "audioType": "music", "melodic": true} | experimental | [
"Melody to full track",
"Musical idea development",
"Composition assistance"
] | [
"Experimental"
] | [] | {} | audio | creation |
lyrics-to-music | Lyrics to Music | text | [] | audio | false | music | {"processType": "synthesis", "audioType": "music", "melodic": true, "voiceCloning": false} | emerging | [
"Song generation",
"Music composition",
"Vocal track creation"
] | [
"Suno",
"Udio",
"Replicate"
] | [
"Suno",
"Udio",
"MusicGen"
] | {} | audio | creation |
audio-to-audio-inpainting | Audio to Audio (Inpainting) | audio | [
"text"
] | audio | false | general | {"processType": "inpainting", "modification": "selective-editing"} | emerging | [
"Audio editing",
"Sound design",
"Audio restoration"
] | [
"Experimental"
] | [] | {} | audio | editing |
music-to-music-inpainting | Music to Music (Inpainting) | audio | [
"text"
] | audio | false | music | {"processType": "inpainting", "modification": "selective-editing", "melodic": true, "audioSubtype": "music"} | experimental | [
"Music editing",
"Compositional modifications",
"Arrangement changes"
] | [
"Experimental"
] | [] | {"parent": "audio-to-audio-inpainting", "note": "Music inpainting is a specialized subset of audio inpainting"} | audio | editing |
audio-to-audio-enhancement | Audio Enhancement | audio | [] | audio | false | general | {"processType": "enhancement", "modification": "enhancement"} | mature | [
"Noise reduction",
"Quality improvement",
"Audio cleanup"
] | [
"Adobe",
"iZotope",
"Replicate"
] | [
"Adobe Podcast",
"Krisp",
"Denoiser"
] | {} | audio | editing |
audio-to-audio-restoration | Audio Restoration | audio | [] | audio | false | general | {"processType": "enhancement", "modification": "restoration"} | mature | [
"Historical recording restoration",
"Audio artifact removal",
"Damaged audio repair"
] | [
"iZotope",
"Adobe",
"Accusonus"
] | [
"iZotope RX",
"Adobe Audition"
] | {} | audio | editing |
audio-to-audio-voice-conversion | Voice Conversion | audio | [
"audio"
] | audio | false | speech | {"processType": "transformation", "audioType": "speech", "voiceCloning": true, "modification": "transformation"} | emerging | [
"Voice swapping",
"Dubbing",
"Voice translation"
] | [
"ElevenLabs",
"Respeecher",
"Replicate"
] | [
"RVC",
"So-VITS-SVC",
"Respeecher"
] | {} | audio | editing |
music-to-music-stem-separation | Music Stem Separation | music | [] | audio | false | music | {"processType": "transformation", "audioType": "music", "modification": "selective-editing"} | mature | [
"Vocal isolation",
"Instrument extraction",
"Remixing",
"Karaoke creation"
] | [
"Spleeter",
"Demucs",
"Replicate"
] | [
"Demucs",
"Spleeter",
"Ultimate Vocal Remover"
] | {} | audio | editing |
audio-to-audio-speed-change | Audio Speed/Pitch Modification | audio | [] | audio | false | general | {"processType": "transformation", "modification": "transformation"} | mature | [
"Tempo adjustment",
"Pitch shifting",
"Time stretching"
] | [
"Standard tools",
"Adobe"
] | [
"Rubber Band",
"Paulstretch"
] | {} | audio | editing |
music-to-music-mastering | AI Music Mastering | music | [] | audio | false | music | {"processType": "enhancement", "audioType": "music", "modification": "enhancement"} | emerging | [
"Automated mastering",
"Mix enhancement",
"Final polish"
] | [
"LANDR",
"iZotope",
"eMastered"
] | [
"LANDR",
"iZotope Ozone"
] | {} | audio | editing |
audio-to-audio-spatial | Spatial Audio Conversion | audio | [] | audio | false | general | {"processType": "transformation", "modification": "transformation"} | emerging | [
"Stereo to spatial",
"Binaural conversion",
"3D audio creation"
] | [
"Dolby",
"Sony",
"Experimental"
] | [
"Dolby Atmos",
"Sony 360 Reality Audio"
] | {} | audio | editing |
text-to-img | Text to Image | text | [] | image | false | {"processType": "synthesis", "generationType": "synthesis"} | mature | [
"Concept art generation",
"Product mockups",
"Marketing assets"
] | [
"Replicate",
"Stability AI",
"Midjourney",
"DALL-E"
] | [
"Stable Diffusion",
"DALL-E 3",
"Midjourney"
] | {} | image | creation | |
text-img-to-img | Text + Image to Image | text | [
"image"
] | image | false | {"processType": "synthesis", "generationType": "synthesis", "guidanceType": "text-and-visual"} | mature | [
"Image-guided generation",
"Style reference",
"Composition guidance"
] | [
"Replicate",
"Stability AI",
"Midjourney"
] | [
"Stable Diffusion with ControlNet",
"DALL-E 3",
"Midjourney"
] | {} | image | creation | |
img-to-img-upscale | Image Upscaling | image | [] | image | false | {"processType": "enhancement", "generationType": "synthesis"} | mature | [
"Resolution enhancement",
"Quality improvement",
"Detail enhancement"
] | [
"Topaz",
"Replicate",
"Stability AI"
] | [
"Real-ESRGAN",
"Topaz Gigapixel",
"SUPIR"
] | {} | image | creation | |
vid-to-img-frame-extraction | Video to Image (Frame Extraction) | video | [] | image | false | {"processType": "transformation", "generationType": "synthesis"} | mature | [
"Frame extraction",
"Thumbnail generation",
"Video analysis"
] | [
"FFmpeg",
"Standard tools"
] | [] | {} | image | creation | |
3d-to-img-render | 3D to Image (Rendering) | 3d-model | [] | image | false | {"processType": "rendering", "renderType": "3d-rendering", "generationType": "synthesis"} | mature | [
"Product rendering",
"3D visualization",
"Architectural rendering"
] | [
"Blender",
"Unreal Engine",
"Unity"
] | [] | {} | image | creation | |
audio-to-img-visualization | Audio to Image (Visualization) | audio | [
"text"
] | image | false | {"processType": "synthesis", "audioVisualization": true, "generationType": "synthesis"} | experimental | [
"Album art generation",
"Sound visualization",
"Music imagery"
] | [
"Experimental"
] | [] | {} | image | creation | |
sketch-to-img | Sketch to Image | image | [
"text"
] | image | false | {"processType": "synthesis", "generationType": "synthesis", "guidanceType": "text-and-visual"} | emerging | [
"Sketch refinement",
"Concept development",
"Design exploration"
] | [
"Replicate",
"Stability AI"
] | [
"ControlNet Scribble",
"Pix2Pix"
] | {} | image | creation | |
img-to-img | Image to Image | image | [
"text"
] | image | false | {"processType": "transformation", "transformationTypes": ["style-transfer", "enhancement", "editing", "inpainting"]} | mature | [
"Image editing",
"Style transfer",
"Image enhancement",
"Object removal/addition"
] | [
"Replicate",
"Stability AI",
"Midjourney"
] | [
"Stable Diffusion img2img",
"ControlNet"
] | {} | image | editing | |
img-to-img-inpainting | Image Inpainting | image | [
"text"
] | image | false | {"processType": "inpainting", "transformationTypes": ["inpainting"], "modification": "selective-editing"} | mature | [
"Object removal",
"Background extension",
"Image repair",
"Content-aware fill"
] | [
"Replicate",
"Adobe",
"Stability AI"
] | [
"Stable Diffusion Inpainting",
"LaMa",
"Adobe Firefly"
] | {} | image | editing | |
img-to-img-outpainting | Image Outpainting | image | [
"text"
] | image | false | {"processType": "synthesis", "transformationTypes": ["editing"], "modification": "selective-editing"} | mature | [
"Canvas extension",
"Image expansion",
"Background generation"
] | [
"Replicate",
"DALL-E",
"Stability AI"
] | [
"Stable Diffusion Outpainting",
"DALL-E Outpainting"
] | {} | image | editing | |
img-to-img-style-transfer | Image Style Transfer | image | [
"image",
"text"
] | image | false | {"processType": "transformation", "transformationTypes": ["style-transfer"], "modification": "transformation"} | mature | [
"Artistic style application",
"Photo stylization",
"Creative filters"
] | [
"Replicate",
"Stability AI"
] | [
"StyleGAN",
"Neural Style Transfer",
"InstantStyle"
] | {} | image | editing | |
img-to-img-colorization | Image Colorization | image | [] | image | false | {"processType": "transformation", "transformationTypes": ["enhancement"], "modification": "enhancement"} | mature | [
"Black and white colorization",
"Historical photo restoration",
"Photo enhancement"
] | [
"Replicate",
"DeOldify"
] | [
"DeOldify",
"Colorful Image Colorization"
] | {} | image | editing | |
img-to-img-enhancement | Image Enhancement | image | [] | image | false | {"processType": "enhancement", "transformationTypes": ["enhancement"], "modification": "enhancement"} | mature | [
"Quality improvement",
"Noise reduction",
"Sharpening",
"Dynamic range enhancement"
] | [
"Topaz",
"Adobe",
"Replicate"
] | [
"Topaz Photo AI",
"Adobe Enhance"
] | {} | image | editing | |
img-to-img-restoration | Image Restoration | image | [] | image | false | {"processType": "enhancement", "transformationTypes": ["enhancement"], "modification": "restoration"} | mature | [
"Old photo restoration",
"Damaged image repair",
"Artifact removal"
] | [
"Replicate",
"Remini"
] | [
"GFPGAN",
"CodeFormer",
"Remini"
] | {} | image | editing | |
img-to-img-background-removal | Background Removal | image | [] | image | false | {"processType": "transformation", "transformationTypes": ["object-editing"], "modification": "selective-editing"} | mature | [
"Background removal",
"Subject isolation",
"Product photography"
] | [
"Remove.bg",
"Adobe",
"Replicate"
] | [
"U2-Net",
"RMBG",
"SAM"
] | {} | image | editing | |
img-to-img-relighting | Image Relighting | image | [
"text"
] | image | false | {"processType": "transformation", "transformationTypes": ["enhancement"], "modification": "enhancement"} | emerging | [
"Lighting adjustment",
"Portrait relighting",
"Scene mood change"
] | [
"Experimental",
"Adobe"
] | [
"IC-Light"
] | {} | image | editing | |
img-to-img-face-swap | Face Swap | image | [
"image"
] | image | false | {"processType": "transformation", "transformationTypes": ["object-editing"], "modification": "selective-editing"} | mature | [
"Face replacement",
"Identity swap",
"Portrait editing"
] | [
"Replicate",
"FaceSwap"
] | [
"InsightFace",
"SimSwap",
"Roop"
] | {} | image | editing | |
img-to-img-depth-map | Depth Map Generation | image | [] | image | false | {"processType": "transformation", "transformationTypes": ["editing"]} | mature | [
"Depth estimation",
"3D reconstruction prep",
"Spatial understanding"
] | [
"Replicate",
"HuggingFace"
] | [
"Depth-Anything",
"MiDaS",
"ZoeDepth"
] | {} | image | editing | |
img-to-img-segmentation | Image Segmentation | image | [
"text"
] | image | false | {"processType": "transformation", "transformationTypes": ["object-editing"], "modification": "selective-editing"} | mature | [
"Object isolation",
"Semantic segmentation",
"Masking"
] | [
"Replicate",
"Meta"
] | [
"Segment Anything (SAM)",
"Semantic Segment Anything"
] | {} | image | editing | |
audio-to-text-transcription | Audio to Text (Transcription) | audio | [] | text | false | {"processType": "transformation"} | mature | [
"Speech transcription",
"Meeting notes",
"Subtitling",
"Accessibility"
] | [
"OpenAI",
"AssemblyAI",
"Deepgram",
"Google Cloud"
] | [
"Whisper",
"AssemblyAI",
"Deepgram Nova"
] | {} | text | creation | |
img-to-text-captioning | Image to Text (Captioning) | image | [] | text | false | {"processType": "synthesis"} | mature | [
"Image description",
"Alt text generation",
"Scene understanding",
"Accessibility"
] | [
"OpenAI",
"Google Cloud",
"HuggingFace"
] | [
"GPT-4 Vision",
"BLIP",
"LLaVA",
"Gemini Vision"
] | {} | text | creation | |
img-to-text-ocr | Image to Text (OCR) | image | [] | text | false | {"processType": "transformation"} | mature | [
"Text extraction",
"Document digitization",
"Receipt scanning",
"Data entry automation"
] | [
"Google Cloud",
"AWS",
"Azure",
"Tesseract"
] | [
"Google Cloud Vision",
"AWS Textract",
"Tesseract",
"EasyOCR"
] | {} | text | creation | |
vid-to-text-transcription | Video to Text (Transcription) | video | [] | text | false | {"processType": "transformation"} | mature | [
"Video subtitling",
"Content indexing",
"Meeting transcription",
"Accessibility"
] | [
"OpenAI",
"AssemblyAI",
"YouTube",
"Rev"
] | [
"Whisper",
"AssemblyAI",
"Google Speech-to-Text"
] | {} | text | creation | |
vid-to-text-captioning | Video to Text (Captioning/Description) | video | [] | text | false | {"processType": "synthesis"} | emerging | [
"Video description",
"Content summarization",
"Scene understanding",
"Accessibility"
] | [
"OpenAI",
"Google",
"Experimental"
] | [
"GPT-4 Vision",
"Gemini Video",
"Video-LLaMA"
] | {} | text | creation | |
multimodal-to-text-vqa | Visual Question Answering | image | [
"text"
] | text | false | {"processType": "synthesis", "guidanceType": "multimodal"} | mature | [
"Image Q&A",
"Visual information retrieval",
"Educational applications",
"Accessibility"
] | [
"OpenAI",
"Anthropic",
"Google"
] | [
"GPT-4 Vision",
"Claude",
"Gemini Vision"
] | {} | text | creation | |
3d-to-text-description | 3D Model to Text (Description) | 3d-model | [] | text | false | {"processType": "synthesis"} | experimental | [
"3D model description",
"Asset cataloging",
"Model understanding"
] | [
"Experimental"
] | [] | {} | text | creation | |
music-to-text-transcription | Music to Text (Transcription) | music | [] | text | false | {"processType": "transformation"} | emerging | [
"Music notation",
"Sheet music generation",
"MIDI to score"
] | [
"Experimental",
"AnthemScore"
] | [
"AnthemScore",
"Audio to MIDI"
] | {} | text | creation | |
audio-to-text-diarization | Audio to Text (Speaker Diarization) | audio | [] | text | false | {"processType": "transformation"} | mature | [
"Multi-speaker transcription",
"Meeting notes with speakers",
"Interview transcription"
] | [
"AssemblyAI",
"Deepgram",
"Pyannote"
] | [
"Pyannote",
"AssemblyAI",
"Whisper + Diarization"
] | {} | text | creation | |
text-to-text-translation | Text Translation | text | [] | text | false | {"processType": "transformation", "modification": "transformation"} | mature | [
"Language translation",
"Localization",
"Multilingual content"
] | [
"Google Translate",
"DeepL",
"OpenAI"
] | [
"Google Translate",
"DeepL",
"GPT-4",
"NLLB"
] | {} | text | editing | |
text-to-text-summarization | Text Summarization | text | [] | text | false | {"processType": "transformation", "modification": "transformation"} | mature | [
"Document summarization",
"Content condensation",
"Abstract generation"
] | [
"OpenAI",
"Anthropic",
"HuggingFace"
] | [
"GPT-4",
"Claude",
"BART"
] | {} | text | editing | |
text-to-text-paraphrasing | Text Paraphrasing/Rewriting | text | [] | text | false | {"processType": "transformation", "modification": "transformation"} | mature | [
"Content rewriting",
"Style adjustment",
"Tone modification"
] | [
"OpenAI",
"Anthropic",
"QuillBot"
] | [
"GPT-4",
"Claude",
"QuillBot"
] | {} | text | editing | |
text-to-text-grammar-correction | Grammar & Spelling Correction | text | [] | text | false | {"processType": "enhancement", "modification": "enhancement"} | mature | [
"Proofreading",
"Error correction",
"Writing improvement"
] | [
"Grammarly",
"LanguageTool",
"OpenAI"
] | [
"Grammarly",
"LanguageTool",
"GPT-4"
] | {} | text | editing | |
text-to-3d | Text to 3D Model | text | [] | 3d-model | false | {"processType": "synthesis", "generationType": "3d-synthesis"} | emerging | [
"3D asset generation",
"Rapid prototyping",
"Game asset creation"
] | [
"Replicate",
"Meshy",
"3DFY"
] | [
"Point-E",
"Shap-E",
"DreamFusion"
] | {} | 3d-model | creation | |
img-to-3d | Image to 3D Model | image | [] | 3d-model | false | {"processType": "synthesis", "generationType": "3d-reconstruction"} | emerging | [
"3D reconstruction",
"Object digitization",
"Asset creation from photos"
] | [
"Replicate",
"Meshy",
"Luma AI"
] | [
"Zero-1-to-3",
"Wonder3D"
] | {} | 3d-model | creation | |
multimodal-img-to-3d | Multi-Image to 3D Model | image | [
"image"
] | 3d-model | false | {"processType": "synthesis", "generationType": "3d-reconstruction"} | mature | [
"Photogrammetry",
"3D scanning",
"Object reconstruction"
] | [
"Luma AI",
"Polycam",
"Reality Capture"
] | [
"NeRF",
"Gaussian Splatting",
"Photogrammetry"
] | {} | 3d-model | creation | |
vid-to-3d | Video to 3D Model | video | [] | 3d-model | false | {"processType": "synthesis", "generationType": "3d-reconstruction"} | emerging | [
"Video-based reconstruction",
"Motion to 3D",
"Scene capture"
] | [
"Luma AI",
"Polycam"
] | [
"NeRF",
"Gaussian Splatting"
] | {} | 3d-model | creation | |
text-img-to-3d | Text + Image to 3D Model | text | [
"image"
] | 3d-model | false | {"processType": "synthesis", "generationType": "3d-synthesis", "guidanceType": "text-and-visual"} | experimental | [
"Guided 3D generation",
"Controlled asset creation",
"Reference-based modeling"
] | [
"Experimental"
] | [] | {} | 3d-model | creation | |
3d-to-3d-optimization | 3D Model Optimization | 3d-model | [] | 3d-model | false | {"processType": "enhancement", "modification": "enhancement"} | mature | [
"Polygon reduction",
"LOD generation",
"Performance optimization"
] | [
"Blender",
"Maya",
"Simplygon"
] | [] | {} | 3d-model | editing | |
3d-to-3d-texturing | 3D Model Texturing | 3d-model | [
"text"
] | 3d-model | false | {"processType": "transformation", "modification": "enhancement"} | emerging | [
"Texture generation",
"Material application",
"PBR material creation"
] | [
"Experimental",
"Adobe Substance"
] | [
"TEXTure",
"Text2Tex"
] | {} | 3d-model | editing | |
3d-to-3d-rigging | 3D Model Rigging | 3d-model | [] | 3d-model | false | {"processType": "transformation", "modification": "transformation"} | emerging | [
"Auto-rigging",
"Skeleton generation",
"Animation preparation"
] | [
"Mixamo",
"AccuRIG"
] | [
"Mixamo Auto-Rigger"
] | {} | 3d-model | editing | |
3d-to-3d-style-transfer | 3D Style Transfer | 3d-model | [
"text",
"image"
] | 3d-model | false | {"processType": "transformation", "modification": "transformation"} | experimental | [
"Artistic 3D styling",
"Model transformation",
"Creative effects"
] | [
"Experimental"
] | [] | {} | 3d-model | editing |
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