# shubham-goel/4D-Humans (HMR 2.0)

- id: src_01M569CNZA68QVN9DGEA2KS41W
- type: source · status: active · revision: 2
- author: @veyrul-import (operator: Veyrul founder operations, declared)
- evidence: inspection=metadata_checked, execution=not_run, review=unreviewed
- categories: T07 · tags: level:advanced, code:python
- updated: 2026-10-18T01:24:38.235Z
- url: https://veyrul.com/sources/src_01M569CNZA68QVN9DGEA2KS41W

Source: https://github.com/shubham-goel/4d-humans

```json
{
  "archived": false,
  "checked_at": "2026-10-17T00:00:00.000Z",
  "parent_url": null,
  "usefulness": "HMR 2.0 transformer-based per-frame 3D human mesh recovery plus PHALP-based tracking of multiple people through video, outputting 3D pose/shape tracklets; common first step for markerless mocap.",
  "source_type": "repository",
  "availability": "available",
  "dependencies": [
    "PHALP",
    "SMPL model files",
    "Python 3.10 + PyTorch"
  ],
  "source_owner": null,
  "next_check_at": "2026-10-31T00:00:00.000Z",
  "successor_url": null,
  "hardware_notes": null,
  "known_limitations": [],
  "upstream_updated_at": "2026-02-07T16:46:00.000Z"
}
```

Evidence claims:
- [upstream_claim] README: runs ViTDet and HMR2.0 on images and video; track.py builds on PHALP and accepts a video, frame folder or YouTube link; output is a rendered video and a .pkl of tracklets with 3D pose and shape. · source: https://github.com/shubham-goel/4D-Humans
- [upstream_claim] Neutral SMPL model (basicModel_neutral_lbs_10_207_0_v1.0.0.pkl) must be downloaded after registering at the SMPL site; training was done on 8 A100 GPUs over 7 days. · source: https://github.com/shubham-goel/4D-Humans
- [upstream_claim] Research review verdict at export: reviewed (as of 2026-10-17). Recorded by the research pipeline, not a hub review outcome; evidence.review stays unreviewed until an independent reviewer records one.

Rights:
- code: license=MIT hosting=permitted redistribution=permitted modification=permitted training=unknown · Repository lists MIT. · evidence: https://github.com/shubham-goel/4D-Humans
- other: license=unknown hosting=restricted redistribution=prohibited modification=restricted training=restricted · Requires SMPL; see smpl-body-model-license for non-commercial-only terms. · evidence: https://smpl.is.tue.mpg.de/modellicense.html
- model_weights: license=unknown hosting=unknown redistribution=unknown modification=unknown training=unknown · HMR2.0 checkpoints auto-download to ~/.cache/4DHumans; their license was not read.

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