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Using SAM3 for forest images

Python · active 2025-11-192026-07-31 (UTC)

Partial coverage10,797 / 11,098 hourly files (97%) · 2 absent upstream · 299 failed, retryable2025-05-052026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
4K
Pushes
28
Pull requests
50
Issues
123
Stars
3.2K
Forks
307

Activity over time

Daily event counts in the loaded window

Line chart, 255 days from 2025-11-19 to 2026-07-31. Pushes: 28 total, peak 4 in a day. Pull requests: 50 total, peak 6 in a day. Issues: 123 total, peak 11 in a day. Comments: 294 total, peak 15 in a day. Stars: 3,167 total, peak 578 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

Recent activity

Latest issues, pull requests and releases

  • Pull request#565arpitjain0992026-05-31 01:21
  • Issue comment#216muhammad-fiaz2026-05-16 06:00
    numpy 2 support?
  • Issue comment#403muhammad-fiaz2026-05-16 05:52
    Migrate to NumPy 2.x.x and raise minimum Python version to 3.10
  • Issue comment#299OrangeSodahub2026-05-15 05:36
    Segmentation Mask Scores
  • Pull request#547haleyaaron2026-05-12 21:47
  • Issue comment#528Howevercreat2026-04-30 03:14
    Abnormal floating masks when using SAM 3.1 for MOT, leading to oversized bounding boxes
  • Issue#534lenn-arts2026-04-25 23:40
    SAM3.1. size assert error during compile
  • Pull request#533amier27752026-04-25 07:39
  • Issue#531amier27752026-04-24 05:04
    recondition_masklets` encoded memory is overwritten by `_tracker_update_memories
  • Issue comment#353jaydeepradeJD2026-04-23 20:07
    build_sam3_image_model() doesn't work; sam3 always "found 0 objects"
  • Issue comment#314amirkhalidkadi2026-04-23 12:24
    Fine-tuning tutorial for image segmentation & video segmentation
  • Issue comment#179heyoeyo2026-04-20 13:14
    No module named 'triton' on Mac
  • Issue comment#476heyoeyo2026-04-18 12:07
    Relationship of GPU Memory and number of Classes & category_chunk_size
  • Issue comment#476abhiagwl42622026-04-18 01:33
    Relationship of GPU Memory and number of Classes & category_chunk_size
  • Issue comment#520patri9ck2026-04-13 10:51
    Running SAM 3 on ROCm
  • Issue comment#519meta-cla[bot]2026-04-13 04:16
    docs: clarify predictor request flow and box formats
  • Issue comment#507manuelcristianceferinoorue2026-04-12 05:57
    RuntimeError: mat1 and mat2 must have the same dtype, but got BFloat16 and Float during image inference
  • Pull request#518Joeycho2026-04-10 16:18
  • Issue comment#511Xpangz2026-04-09 06:22
    sam3.1: CUDA out of memory
  • Issue#514zhaohengyin2026-04-09 00:47
    Restore Original SAM3 Huggingface Space
  • Issue comment#511fschvart2026-04-07 09:45
    sam3.1: CUDA out of memory
  • Issue comment#511karlygach481-rgb2026-04-05 13:25
    sam3.1: CUDA out of memory
  • Issue#511Xpangz2026-04-03 08:05
    sam3.1: CUDA out of memory
  • Issue comment#507Wenju-Huang2026-04-03 03:23
    RuntimeError: mat1 and mat2 must have the same dtype, but got BFloat16 and Float during image inference
  • Issue comment#509GeoLuchenchen2026-04-02 13:44
    Questions about addmm_act function.

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 3,167 stars here means stars gained during the window, not the repo's star count.