NINE FIELDS · 06
Compare editing, subtitles, voice, avatars, image generation, and video models with their actual compute costs.
CURATED FOR THIS FIELD
Each project is classified by the value it adds, its research status, requirements, and real operating costs.
immich-app/immich
See what Immich can add to a real workflow before you install it.
Immich is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
iv-org/invidious
See what Invidious can add to a real workflow before you install it.
Invidious is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
3b1b/manim
See what ManimGL can add to a real workflow before you install it.
ManimGL is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
averygan/reclip
See what Reclip can add to a real workflow before you install it.
Reclip is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
codeforreal1/compressO
See what CompressO can add to a real workflow before you install it.
CompressO is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.
mifi/lossless-cut
See what LosslessCut can add to a real workflow before you install it.
LosslessCut is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
jub0t/Concat
See what Concat can add to a real workflow before you install it.
Concat is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
realskyrin/capcap
See what CapCap can add to a real workflow before you install it.
CapCap is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.
ArcReel/ArcReel
See what ArcReel can add to a real workflow before you install it.
ArcReel is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
OpenCut-app/OpenCut
Keep everyday timeline editing, media organization, and export inside an open-source video workspace.
OpenCut is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
meituan-longcat/LongCat-Video
Make a person, animated character, or animal speak naturally from one image and an audio track.
LongCat-Video is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
lipku/LiveTalking
Drive a real-time talking avatar from text or audio and stream it to the web, live video, or a virtual camera.
LiveTalking is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
KlingAIResearch/LivePortrait
Animate a portrait from one image and a driving video with efficient motion and expression control.
LivePortrait is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
debpalash/VoiceStudio
Clone voices, dub video, transcribe speech, and build audiobooks locally without a required subscription.
VoiceStudio is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
QuentinFuxa/WhisperLiveKit
Convert live speech into low-latency captions with speaker separation, translation, and an API.
WhisperLiveKit is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.
ATH-MaaS/Pixelle-Video
Turn a topic into an automated pipeline for script, visuals, voice, music, and final video assembly.
Pixelle-Video is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
Comfy-Org/ComfyUI
Build generation workflows like blocks, save them once, and reuse them for images, video, audio, and 3D.
ComfyUI is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.
Wan-Video/Wan2.1
Use one open model family for text-to-video, image-to-video, frame control, editing, and audio tasks.
Wan2.1 is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
Tencent-Hunyuan/HunyuanVideo-1.5
Run Tencent's open video-generation models through local GPU, Diffusers, or ComfyUI workflows.
HunyuanVideo 1.5 is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
Lightricks/LTX-Video
Control video development with keyframes, extend clips forward or backward, and generate picture with sound.
LTX-Video is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
MartinDelophy/ai-video-editor
Edit multitrack video, subtitles, dubbing, AI enhancement, and offline exports directly in the browser.
Timeline Studio is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
invoke-ai/InvokeAI
Combine generation, inpainting, a creative canvas, asset management, and node workflows locally.
InvokeAI is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
mcmonkeyprojects/SwarmUI
Use a simple generation screen and advanced Comfy workflows from the same local image interface.
SwarmUI is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
ByteDance-Seed/BAGEL
Understand, generate, and edit images with one open multimodal model from ByteDance Seed.
BAGEL is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
lllyasviel/Fooocus
Focus on prompts instead of parameters with a streamlined local image-generation experience.
Fooocus is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
Acly/krita-ai-diffusion
Generate, inpaint, upscale, and use references without leaving Krita's real editing workflow.
Krita AI Diffusion is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
lllyasviel/stable-diffusion-webui-forge
Manage models, LoRAs, and ControlNet with more efficient local Stable Diffusion inference.
Stable Diffusion WebUI Forge is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
Kwai-Kolors/Kolors
Generate images with stronger Chinese and English text rendering for posters and visual content.
Kolors is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.
Stability-AI/generative-models
Start from Stability AI's official code, inference examples, and model-license boundaries.
Stability Generative Models is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
KDE/kdenlive
Keep professional multitrack editing, transitions, and audio work inside a mature open-source editor.
Kdenlive is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
lllyasviel/FramePack
Generate longer image-to-video sequences in segments on comparatively modest local GPU hardware.
FramePack is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
zai-org/CogVideo
Bring text, reference images, and existing clips into an open, self-deployable video-generation workflow.
CogVideo / CogVideoX is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
ace-step/ACE-Step-1.5
Generate complete songs, covers, edits, and separated stems from a description or reference audio.
ACE-Step 1.5 is catalogued as open-source model. Read the research file and current GitHub README before using it in production.
QwenAudio/CosyVoice
Build multilingual, Chinese-dialect, cross-lingual cloning, and streaming speech services from one model family.
CosyVoice is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
hexgrad/kokoro
Create lightweight multilingual text-to-speech that is fast enough to integrate into real content workflows.
Kokoro is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
modelscope/ClearerVoice-Studio
Repair noisy, reverberant, or unclear recordings with enhancement, separation, and target-speaker extraction.
ClearerVoice-Studio is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
CapSoftware/Cap
See what Cap can add to a real workflow before you install it.
Cap is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
remsky/Kokoro-FastAPI
See what Kokoro-FastAPI can add to a real workflow before you install it.
Kokoro-FastAPI is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
KartikLabhshetwar/better-shot
Capture, record, caption, zoom, and trim a Mac tutorial or product demo inside one native app.
BetterShot is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
Anil-matcha/Open-Generative-AI
Bring hundreds of image, video, lip-sync, and creative models into one self-hosted studio.
Open Generative AI is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
Moh4696/freecut
Let Codex or Claude Code grade footage, trim clips, add captions, transitions, and animated overlays.
Freecut is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
freestylefly/awesome-gpt-image-2
Reuse patterns distilled from hundreds of GPT-Image-2 examples, templates, and style skills.
Awesome GPT Image 2 is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
music-assistant/server
Unify music services, local libraries, and connected speakers, then automate playback with Home Assistant.
Music Assistant is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
browser-use/video-use
See what video-use can add to a real workflow before you install it.
video-use is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
oboroge0/hayamimi
See what 早耳 hayamimi can add to a real workflow before you install it.
早耳 hayamimi is catalogued as open-source speech tool. Read the research file and current GitHub README before using it in production.
Anil-matcha/Open-AI-UGC
See what Open AI UGC can add to a real workflow before you install it.
Open AI UGC is catalogued as open-source project. Read the research file and current GitHub README before using it in production.
datascale-ai/opentalking
See what OpenTalking can add to a real workflow before you install it.
OpenTalking is catalogued as open-source platform. Read the research file and current GitHub README before using it in production.
motiful/product-shots
See what Product Shots can add to a real workflow before you install it.
Product Shots is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
pexoai/pexo-skills
See what Pexo Skills can add to a real workflow before you install it.
Pexo Skills is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
AtlasCloudAI/atlas-marketing-studio
See what Atlas Marketing Studio can add to a real workflow before you install it.
Atlas Marketing Studio is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
danielgatis/rembg
See what rembg can add to a real workflow before you install it.
rembg is catalogued as open-source image tool. Read the research file and current GitHub README before using it in production.