{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "escudero/brandpose",
 "name": "brandpose",
 "owner": "escudero",
 "slug": "escudero-brandpose",
 "github": "https://github.com/escudero/brandpose",
 "what": "BrandPose is a personal project that estimates where shoppers look in a store, using an ordinary fixed security camera and open source AI models (YOLO11, Gaze-LLE, Depth Anything V2).",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.13",
  "FFmpeg installed and on the system",
  "About 10 GB of free disk space",
  "A machine able to run the models; the README reports tests on a Mac M2 Pro with 16 GB using MPS acceleration",
  "Blender 5.2 only if you want the 3D store and shopper's view"
 ],
 "audience_note": "Written for analysts, developers and AI agents who want to measure shelf attention from fixed-camera footage, and who accept that the results are unverified model estimates.",
 "risk": "dual-use",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Data and analytics",
 "url": "https://dedupedai.com/use-cases/escudero-brandpose/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "escudero-brandpose--measure-shelf-attention-from-fixed-camera-video",
   "title": "Measure shelf attention from a fixed store camera video",
   "best": true,
   "url": "https://dedupedai.com/use-cases/escudero-brandpose/measure-shelf-attention-from-fixed-camera-video/",
   "json": "https://dedupedai.com/use-cases/u/escudero-brandpose/measure-shelf-attention-from-fixed-camera-video.json"
  },
  {
   "id": "escudero-brandpose--render-promo-video-with-zones-depth-and-soundtrack",
   "title": "Render the full promo video with zones, depth and soundtrack",
   "best": false,
   "url": "https://dedupedai.com/use-cases/escudero-brandpose/render-promo-video-with-zones-depth-and-soundtrack/",
   "json": "https://dedupedai.com/use-cases/u/escudero-brandpose/render-promo-video-with-zones-depth-and-soundtrack.json"
  },
  {
   "id": "escudero-brandpose--rebuild-store-in-blender-and-shopper-pov",
   "title": "Rebuild the store in Blender and render a shopper's view",
   "best": false,
   "url": "https://dedupedai.com/use-cases/escudero-brandpose/rebuild-store-in-blender-and-shopper-pov/",
   "json": "https://dedupedai.com/use-cases/u/escudero-brandpose/rebuild-store-in-blender-and-shopper-pov.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."
}