{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "MirroS-Lab/AgentGarten",
 "name": "AgentGarten",
 "owner": "MirroS-Lab",
 "slug": "mirros-lab-agentgarten",
 "github": "https://github.com/MirroS-Lab/AgentGarten",
 "what": "AgentGarten is a Python repo with a neural renderer that turns depth and surface-normal data into video, plus training and streaming inference code; its code worlds and agent practice loop are not released yet.",
 "why": "",
 "language": "Python",
 "requirements": [
  "A CUDA host with Python 3.11+ and PyTorch 2.9+",
  "Access to the Hugging Face weights for Cosmos3-Nano and Wan2.2-TI2V-5B, plus disk space for them",
  "Git and the hf command-line tool",
  "For training: a JSONL manifest of your own clips with depth and normal data"
 ],
 "audience_note": "Written for ML researchers and engineers with a CUDA GPU who want to render, stream, or train the AgentGarten neural renderer.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/mirros-lab-agentgarten/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "mirros-lab-agentgarten--render-validation-clips-from-checkpoint",
   "title": "Render comparison videos from a renderer checkpoint",
   "best": true,
   "url": "https://dedupedai.com/use-cases/mirros-lab-agentgarten/render-validation-clips-from-checkpoint/",
   "json": "https://dedupedai.com/use-cases/u/mirros-lab-agentgarten/render-validation-clips-from-checkpoint.json"
  },
  {
   "id": "mirros-lab-agentgarten--stream-renderer-blocks-with-kv-cache",
   "title": "Generate renderer video block by block with streaming",
   "best": false,
   "url": "https://dedupedai.com/use-cases/mirros-lab-agentgarten/stream-renderer-blocks-with-kv-cache/",
   "json": "https://dedupedai.com/use-cases/u/mirros-lab-agentgarten/stream-renderer-blocks-with-kv-cache.json"
  },
  {
   "id": "mirros-lab-agentgarten--train-renderer-on-own-clip-dataset",
   "title": "Train the renderer on your own depth and normal clips",
   "best": false,
   "url": "https://dedupedai.com/use-cases/mirros-lab-agentgarten/train-renderer-on-own-clip-dataset/",
   "json": "https://dedupedai.com/use-cases/u/mirros-lab-agentgarten/train-renderer-on-own-clip-dataset.json"
  },
  {
   "id": "mirros-lab-agentgarten--speed-up-rgb-preview-with-taehv-decoder",
   "title": "Decode renderer RGB preview faster with TAEHV",
   "best": false,
   "url": "https://dedupedai.com/use-cases/mirros-lab-agentgarten/speed-up-rgb-preview-with-taehv-decoder/",
   "json": "https://dedupedai.com/use-cases/u/mirros-lab-agentgarten/speed-up-rgb-preview-with-taehv-decoder.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}