{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "ant-research-4danyone--preview-camera-layouts-in-gui",
 "repo": "ant-research/4DAnyone",
 "repo_url": "https://github.com/ant-research/4DAnyone",
 "repo_slug": "ant-research-4danyone",
 "title": "Preview camera layouts in a browser GUI",
 "page_title": "How to preview camera layouts in a browser GUI with 4DAnyone",
 "summary": "Run the Gradio GUI to inspect inference results and visualize target views with Rerun.",
 "who": "A developer or artist who wants to see the generated views and camera layout before committing to a full pipeline run.",
 "problem": "Reading cameras.json and folders of MP4 files by hand makes it hard to judge whether a camera layout suits the subject.",
 "outcome": "A local web page at port 7860 showing the inference results for an existing output directory.",
 "steps": [
  "`git clone https://github.com/ant-research/4DAnyone.git`",
  "`cd 4DAnyone`",
  "`pip install -r requirements.txt`",
  "`pip install -r requirements-gui.txt`",
  "`python app.py --output_dir \"data/fdanyone/pexels/2785536-uhd_2160_3840_25fps\" --server_port 7860` (inferred, check the README)",
  "Open http://127.0.0.1:7860 in your browser."
 ],
 "agent_prompt": "In the 4DAnyone repo, run app.py with --output_dir set to <output_dir> and --server_port 7860, then confirm the Gradio page loads at http://127.0.0.1:7860. Expected output: an interactive view of the inference results. Verify that the output directory contains cameras.json and videos/ before launching.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "1 hour",
 "basis": "readme",
 "caveat": "The README says the GUI needs requirements-gui.txt installed in the same 4danyone environment, and a remote GPU server needs an SSH port forward to reach the page.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "A CUDA-capable NVIDIA GPU (README cites peak use below 24 GB and an RTX 4090 benchmark)",
  "Git and conda installed",
  "A source video that is a single person, 1080p or higher, 9:16 portrait, at least 121 frames",
  "Permission to use the person shown in the source video"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/ant-research-4danyone/preview-camera-layouts-in-gui/",
 "md": "https://dedupedai.com/use-cases/ant-research-4danyone/preview-camera-layouts-in-gui/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/ant-research-4danyone--preview-camera-layouts-in-gui.json",
 "api_version": "v1"
}