1.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+3,138 stars
from 59,880 · score 8.05
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2.roboflow / supervision
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+2,959 stars
from 48,495 · score 7.99
3.STVIR / pysot
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
+20 stars
from 4,589 · score 3.04
4.visionml / pytracking
Visual tracking library based on PyTorch.
+18 stars
from 3,507 · score 2.94
5.xinshuoweng / AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
+11 stars
from 1,838 · score 2.48
6.wenbowen123 / iros20-6d-pose-tracking
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
+3 stars
from 422 · score 1.39
7.aelefebv / nellie
Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
+1 stars
from 97 · score 0.69