TETrack3D
[Neurips 2026] State Evolution Awareness for Category-agnostic 3D Point Cloud Tracking
Details
- External ID
- 1388622110
- Source
- GITHUB
- Company
- —
- Product
- TETrack3D
- Website domain
- github.com
- Launched
- Sept. 26, 2026
- Cohort
- —
- Upvotes
- 36
- Upvotes percentile
- 0.7620420189597745
- Tags
- —
- Fetched at
- Sept. 30, 2026, 5:02 p.m.
- Updated at
- Sept. 30, 2026, 5:02 p.m.
Enrichment
- Theme
- autonomous robotics, drones, and sensor hardware
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- 3d point cloud tracking model
- Manually corrected
- False
Could you build this?
No This is an academic research project published at NeurIPS solving category-agnostic 3D point cloud tracking. It requires novel machine learning architectures, point cloud mathematics, and training pipelines that vibe coding cannot synthesize.
What it would actually take: Requires PyTorch, CUDA kernels, and 3D vision libraries (like PyTorch3D or Open3D) trained on datasets like KITTI, nuScenes, or Waymo. The core difficulty lies in designing novel spatio-temporal attention architectures that track evolving 3D object states without category priors, requiring deep 3D computer vision research expertise and extensive GPU training clusters.
Competitors
Other products that read as similar to this one — 561 launches clear the similarity bar, closest 8 shown.
Attention rank: #136 of 562 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 330 days after the earliest competitor.
- rko_slam · github · 2026-09-11 · 6 upvotes · similarity 0.59
- UGO · github · 2026-09-26 · 9 upvotes · similarity 0.58
- livenerf · github · 2026-09-22 · 44 upvotes · similarity 0.56
- Live 3D satellite tracker and the declassified Pentagon UFO archive · hn · 2026-08-23 · 69 upvotes · similarity 0.55
- MotionPosterior · github · 2026-09-23 · 17 upvotes · similarity 0.53
- SoftCorr · github · 2026-09-13 · 10 upvotes · similarity 0.52
- ZIL · github · 2026-09-22 · 12 upvotes · similarity 0.51
- JEPLO · github · 2026-09-12 · 34 upvotes · similarity 0.49
Other launches for this product
- No other launches for this product.
Same idea, different domain
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