brandpose
Personal project: where shoppers look, estimated from an ordinary security camera and open source AI (YOLO11, Gaze-LLE, Depth Anything V2)
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GITHUB · launched Oct 15, 2026 · 123 upvotes (top 11%)
- Retail & commerce
- Analytics & BI
- B2B
- AI-native
- Hobby / open-source project
- 3d-reconstruction
- blender
- camera-calibration
- cctv
- computer-vision
- depth-anything
- +8 more in the details below
Similar launches
See all 319 similar launches →Could you build this?
Partial The dashboard and heatmap UI can be vibe-coded by wiring together open-source models. Accurate gaze-to-zone estimation from ordinary security cameras requires camera calibration, depth handling, and validation that is real computer-vision work.
What it would actually take: The pipeline combines YOLO11 person detection, a gaze model such as Gaze-LLE, and Depth Anything V2 for depth, with calibration to map gaze vectors onto store floor zones. Accuracy depends on camera placement, per-site calibration, and validation data, so it needs computer-vision expertise. Deploying it in retail also raises privacy and biometric regulation questions that need legal review.
Competitors
Other products that read as similar to this one : 319 launches clear the similarity bar, closest 8 shown.
Attention rank: #30 of 320 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 349 days after the earliest competitor.
- CanvasLab AI: Editor de Fotos · ph · 2026-10-16 · 1 upvotes · similarity 0.50
- Eyes-this-Good · github · 2026-09-13 · 10 upvotes · similarity 0.49
- gflow · github · 2026-09-24 · 20 upvotes · similarity 0.48
- studio · github · 2026-09-26 · 12 upvotes · similarity 0.46
- cliperino · github · 2026-10-16 · 11 upvotes · similarity 0.46
- qwen-imagen-studio · github · 2026-09-25 · 44 upvotes · similarity 0.46
- Gutenberg · github · 2026-09-15 · 7 upvotes · similarity 0.44
- blurlabs · github · 2026-10-15 · 48 upvotes · similarity 0.43
Other launches for this product
- No other launches for this product.
More details
- External ID
- 1420107446
- Company
- n/a
- Product
- brandpose
- Website domain
- github.com
- Cohort
- n/a
- Upvotes percentile
- 0.89
- All tags
- 3d-reconstruction, blender, camera-calibration, cctv, computer-vision, depth-anything, depth-estimation, gaze-estimation, people-tracking, pose-estimation, python, retail-analytics, video-analytics, yolo11
- AI summary
- customer gaze tracking for physical retail
- Manually corrected
- No