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2 classes
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characteristics
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209
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stringclasses
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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