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The Top 23 Python Tracking Object Detection Open Source Projects

Open source projects categorized as Python Tracking Object Detection
Categories > Artificial Intelligence > Object Detection
Categories > Marketing > Tracking
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270most recent commit 3 months agopypi ultralytics} Downloads
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43most recent commit 3 months agopypi supervision} Downloads
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19most recent commit 6 months agopypi norfair} Downloads
Centertrack ⭐ 2,137
Simultaneous object detection and tracking using center points.
most recent commit a year ago
Yolov4 Deepsort ⭐ 1,064
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
most recent commit 2 years ago
Tensorflow_object_counting_api ⭐ 1,023
🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!
most recent commit 3 years ago
Multi Camera Live Object Tracking ⭐ 562
Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.
most recent commit 2 years ago
Oc_sort ⭐ 482
[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.
most recent commit 9 months ago
Tensorflow_object_tracking_video ⭐ 480
Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition
most recent commit 4 years ago
As One ⭐ 466
Easy & Modular Computer Vision Detectors and Trackers - Run YOLO-NAS,v8,v7,v6,v5,R,X in under 20 lines of code.
most recent commit 9 months ago
Yolov5 Deepsort Inference ⭐ 449
Yolov5 deepsort inference，使用YOLOv5+Deepsort实现车辆行人追踪和计数，代码封装成一个Dete
most recent commit 3 years ago
Finger Detection And Tracking ⭐ 384
Finger Detection and Tracking using OpenCV and Python
most recent commit 7 months ago
T Cnn ⭐ 357
ImageNet 2015 Object Detection from Video (VID)
most recent commit 7 years ago
Object_detection_tracking ⭐ 348
Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20
most recent commit a year ago
Bdd100k ⭐ 344
Toolkit of BDD100K Dataset for Heterogeneous Multitask Learning - CVPR 2020 Oral Paper
total releases 2most recent commit 9 months ago
Vehicle Detection And Tracking ⭐ 296
Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering
most recent commit 4 years ago
Person Detection And Tracking ⭐ 231
A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking
most recent commit a year ago
Sarosperceptionkitti ⭐ 221
ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
most recent commit 2 years ago
Glee ⭐ 189
GLEE: General Object Foundation Model for Images and Videos at Scale
most recent commit 4 months ago
Diffusiontrack ⭐ 135
AAAI2024
most recent commit 4 months ago
Deep Sort Yolov4 ⭐ 128
People detection and optional tracking with Tensorflow backend.
most recent commit 4 years ago
Volleyvision ⭐ 122
Applying Deep Learning Approaches to Volleyball Data
most recent commit 4 months ago
Color Tracker ⭐ 122
Color tracking with OpenCV
total releases 5most recent commit 4 years ago
The 3 Most Depended On Python Tracking Object Detection Open Source Projects
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270latest release December 08, 2023most recent commit 3 months agopypi ultralytics} Downloads
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months agopypi supervision} Downloads
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19latest release May 30, 2022most recent commit 6 months agopypi norfair} Downloads
The 5 Latest Releases In Python Tracking Object Detection Open Source Projects
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months agopypi supervision} Downloads
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270latest release December 08, 2023most recent commit 3 months agopypi ultralytics} Downloads
Bdd100k ⭐ 344
Toolkit of BDD100K Dataset for Heterogeneous Multitask Learning - CVPR 2020 Oral Paper
total releases 2latest release June 28, 2023most recent commit 9 months ago
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19latest release May 30, 2022most recent commit 6 months agopypi norfair} Downloads
Color Tracker ⭐ 122
Color tracking with OpenCV
total releases 5latest release October 22, 2020most recent commit 4 years ago
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