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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