{
 "schema_version": 1,
 "generated": "2026-10-31",
 "repo": "VictorButoi/FleXray",
 "name": "FleXray",
 "owner": "VictorButoi",
 "slug": "victorbutoi-flexray",
 "github": "https://github.com/VictorButoi/FleXray",
 "what": "FleXray is a Python command-line tool and package that segments anatomy in X-ray images and can also train new full-body X-ray segmentation models.",
 "why": "106 stars, launched 39 days ago",
 "language": "Python",
 "requirements": [
  "Python 3.10 or newer and pip",
  "One or more X-ray images in PNG, JPEG, TIFF, BMP, or DICOM (DICOM needs the dicom extra)",
  "Internet access to download pretrained weights from Hugging Face on first run",
  "For training only: a labeled dataset, and a GPU or CPU for the dry run; the README says training is single-process with at most one GPU",
  "For the MCP use case: an MCP-capable client such as Claude Code or Claude Desktop"
 ],
 "audience_note": "Written for medical imaging researchers and ML engineers who need anatomy masks from X-ray images, and for AI agents that run the FleXray CLI or MCP server on their behalf.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/victorbutoi-flexray/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "victorbutoi-flexray--segment-xray-images-from-the-command-line",
   "title": "Segment X-ray images into anatomy masks from the terminal",
   "best": true,
   "url": "https://dedupedai.com/use-cases/victorbutoi-flexray/segment-xray-images-from-the-command-line/",
   "json": "https://dedupedai.com/use-cases/u/victorbutoi-flexray/segment-xray-images-from-the-command-line.json"
  },
  {
   "id": "victorbutoi-flexray--get-higher-quality-masks-with-ensemble-and-tta",
   "title": "Raise mask quality with the five-model ensemble",
   "best": false,
   "url": "https://dedupedai.com/use-cases/victorbutoi-flexray/get-higher-quality-masks-with-ensemble-and-tta/",
   "json": "https://dedupedai.com/use-cases/u/victorbutoi-flexray/get-higher-quality-masks-with-ensemble-and-tta.json"
  },
  {
   "id": "victorbutoi-flexray--segment-xrays-from-claude-code-with-mcp",
   "title": "Ask Claude Code to segment X-rays through Fle Xray MCP",
   "best": false,
   "url": "https://dedupedai.com/use-cases/victorbutoi-flexray/segment-xrays-from-claude-code-with-mcp/",
   "json": "https://dedupedai.com/use-cases/u/victorbutoi-flexray/segment-xrays-from-claude-code-with-mcp.json"
  },
  {
   "id": "victorbutoi-flexray--fine-tune-flexray-onto-a-custom-label-protocol",
   "title": "Fine-tune Fle Xray onto your own X-ray label set",
   "best": false,
   "url": "https://dedupedai.com/use-cases/victorbutoi-flexray/fine-tune-flexray-onto-a-custom-label-protocol/",
   "json": "https://dedupedai.com/use-cases/u/victorbutoi-flexray/fine-tune-flexray-onto-a-custom-label-protocol.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."
}