Real-time multi-object tracker using YOLOv7 and StrongSORT with OSNet
-
Updated
May 28, 2024 - Python
#
osnet
Here are 25 public repositories matching this topic...
Local, API-free multi-stage identity pipeline: face recognition → liveness detection → super-resolution fallback → person Re-ID, built for realistic CCTV-style conditions.
opencv ai numpy artificial-intelligence google-colab insightface mediapipe osnet onnx-runtime real-esrgan gfpgan yolov8 codeformer torchreid minifasnet
-
Updated
Aug 5, 2026 - Jupyter Notebook
OpenVINO Training Extensions Object Re-identification
deep-neural-networks computer-vision deep-learning pytorch onnx reid person-reid openvino vehicle-reid onnxruntime osnet
-
Updated
Feb 2, 2023 - Python
python notebook super resolution
python opencv ai cctv cctv-cameras pytorch artificial-intelligence super-resolution superresolution google-colab google-colaboratory google-colab-notebook cctv-detection cctv-monitoring basicsr cctv-surveillance osnet real-esrgan codeformer facexlib
-
Updated
Jul 24, 2026 - Jupyter Notebook
Person Re-Identification pipeline (YOLOv8 + TorchReID/OSNet) — the fallback stage for matching people by appearance when face recognition can't resolve an identity.
python opencv google ai cctv cctv-cameras pytorch artificial-intelligence opencv-python reidentification reid google-colab googlecolab cctv-detection cctv-monitoring cctv-surveillance osnet yolov8 torchreid
-
Updated
Aug 5, 2026 - Jupyter Notebook
Vehicle Re-Identification (ReID) dataset contains over 55,000 images for training and validation of the vehicle re-identification model
yolo vehicle-tracking vehicle-detection-and-tracking reidentification reid carla-driving-simulator vehicle-reid vehicle-reidentification vehicle-trajectory osnet
-
Updated
Feb 10, 2023 - Jupyter Notebook
Multi-camera people tracking with cross-camera ReID association and bird's-eye-view spatial mapping. YOLOv8m + StrongSort + OSNet on EPFL Laboratory dataset — CMC@3: 90.0%
opencv computer-vision surveillance pytorch person-reidentification homography video-analytics multi-camera-tracking osnet bird-s-eye-view strongsort yolov8
-
Updated
Apr 17, 2026 - Python
Detect, track and count different classes of objects.
python docker opencv machine-learning real-time ai detection cuda pytorch yolo nvidia-docker digital-image-processing computervision deepsort mot-tracking osnet yolov7
-
Updated
Apr 15, 2023 - Python
A production-ready, locally-hosted Retrieval-Augmented Generation (RAG) system for chatting with your documents.
ocr computer-vision re-identification ocr-recognition faiss vector-database osnet document-ai llm rag-chatbot
-
Updated
Mar 30, 2026 - Python
Multi-sport forecasting platform: CV player tracking from broadcast video, calibrated win-probability models across 4 sports, leak-guarded walk-forward validation, pre-registered claims ledger, and a documented reject graveyard. Calibration rigor, not edge claims.
python nba machine-learning computer-vision mcp monte-carlo calibration xgboost forecasting kalman-filter model-validation sports-analytics fastapi osnet quant-finance yolov8 walk-forward-validation
-
Updated
Aug 7, 2026 - Python
C++ pipeline for cross-camera person tracking: YOLO person detection + BYTETrack/IoU in-process or NvDCF via DeepStream, OSNet ReID + Hungarian global ID assignment
tracking computer-vision cuda cpp17 deepstream hungarian-algorithm tensorrt reidentification reid person-tracking multi-camera osnet bytetrack
-
Updated
Aug 6, 2026 - C++
AI-powered retail analytics platform for footfall tracking, heatmaps, zone analytics, demographics, and cross-camera ReID.
-
Updated
Jun 9, 2026 - Python
Successfully developed a real-time soccer player re-identification and tracking system using YOLOv11 and Deep SORT with TorchreID-based embeddings.
computer-vision torch object-detection opencv-python you-only-look-once torchvision deepsort osnet ultralytics torchreid object-reidentification ultralytics-yolo yolo-v11
-
Updated
Jul 11, 2025 - Python
Implementing and training an AI model for Person Re-Identification task
-
Updated
Mar 5, 2025 - Python
Track video objects with YOLOv8 and StrongSORT, using appearance embeddings and MOT metrics for reliable multi-object tracking
aws machine-learning computer-vision deep-learning cnn pytorch video-processing object-tracking multi-object-tracking video-analytics real-time-detection deepsort reinforced-learning osnet ultralytics bytetrack strongsort lightning-ai trackeval mot17
-
Updated
Aug 12, 2026 - Python
AI-powered PPE compliance monitoring system using YOLO, ByteTrack, Flask and OpenCV.
-
Updated
Jun 2, 2026 - Python
Advanced multi-object tracking pipeline — YOLOv8m + StrongSORT with OSNet appearance embeddings on MOT17. HOTA 41.6 | MOTA 38.1 | IDF1 50.8. Benchmarked against ByteTrack baseline with TrackEval.
python computer-vision deep-learning surveillance pytorch object-detection multi-object-tracking video-analytics osnet bytetrack strongsort yolov8 trackeval mot17
-
Updated
Apr 17, 2026 - Python
Scalable Flask API powering the Badminton AI Analyser. Orchestrates a concurrent multi-model pipeline (YOLO, StrongSORT, TrackNet, SlowFast) on Google Cloud Platform to process high-speed match footage.
python docker flask machine-learning computer-vision gcp pytorch cnn-model action-recognition osnet tracknet strongsort yolov11
-
Updated
Feb 15, 2026 - Python
A novel implementation of Multi-Object Tracking in fixed frame setting
-
Updated
Sep 13, 2022 - Jupyter Notebook
This is the pipeline 1 for player detection in football match. (gpu recommended)
-
Updated
Jul 12, 2025 - Python
Improve this page
Add a description, image, and links to the osnet topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the osnet topic, visit your repo's landing page and select "manage topics."