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Tag: Machine learning
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1–24 of 32 · Most stars

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

  • convolutional-neural-networks
  • motion-tracking
  • color-detection
  • face-detection

Official implementation of Joint Monocular 3D Vehicle Detection and Tracking (ICCV 2019)

  • 3d-tracking
  • 3d-estimation
  • monocular-3d-detection
  • monocular-vehicle-tracking

Code repository for "TrackEverything: Long Horizon Dense Tracking via De-Duplicating 3D Scene Representations"

  • 3d-point-tracking
  • point-tracking

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

Reproduction of SuperMimic (arXiv:2610.28480): learned differentiable world model + BPTT policy for G1 humanoid motion tracking, on mjlab/MuJoCo Warp

SuperMimic-UniLab: An Independent reproduction of SuperMimic on UniLab for whole-body humanoid motion tracking.

  • amd
  • motrixsim
  • mujoco
  • rocm

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

  • ros
  • ros-kinetic
  • ros-packages
  • rviz

Personal project: where shoppers look, estimated from an ordinary security camera and open source AI (YOLO11, Gaze-LLE, Depth Anything V2)

  • 3d-reconstruction
  • blender
  • camera-calibration
  • cctv