An object tracking project with YOLOv8 and ByteTrack, speed up by C++ and TensorRT.
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Apr 24, 2025 - C++
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bytetracker
Here are 14 public repositories matching this topic...
Анализ трафика на круговом движении с использованием компьютерного зрения
docker nginx flask influxdb docker-compose multiprocessing grafana postgresql traffic-analysis hydra object-detection oop-principles grafana-dashboard multiple-object-tracking triton-inference-server transport-detection tensorrt-inference bytetrack yolov8 bytetracker
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Mar 6, 2025 - Python
Integration of YOLOv9 with ByteTracker
tracking cpp inference yolo object-detection object-tracking object-tracker tensorrt bytetrack bytetracker yolov9
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Mar 5, 2024 - C++
A thread safe implementation of ByteTrack with (COCO) labels.
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Feb 26, 2024 - C++
Source code for paper "Adaptive Confidence Threshold for ByteTrack in Multi-Object Tracking"
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Mar 23, 2025 - Python
A fully functional traffic counter on a bare Raspberry Pi 4 with MQTT and remote live viewer
deep-learning cpp aarch64 traffic-counter ncnn raspberry-pi-4 traffic-counting bytetracker raspberry-pi-5
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Nov 12, 2024 - C++
🚗 Car Counter: A real-time application for vehicle counting and classification using advanced algorithms like YOLOv8 and ByteTrack. Features a user-friendly dashboard with Streamlit. Collaboratively developed by Richard Zimmermann and Moritz von Angern.
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Oct 19, 2023 - Python
A high-performance multi-object tracking system utilizing a quantized YOLOv11 model deployed on the Triton Inference Server, integrated with a CUDA-accelerated particle filter for robust tracking mutiple objects.
docker tracking machine-learning computer-vision deep-learning docker-compose cuda pytorch particle-filter yolo object-detection state-estimation object-tracking ensemble-model tensorrt gpu-programming onnx triton-inference-server bytetracker
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Dec 30, 2024 - C++
The Fashion Trend Analyzer is designed to identify and record seasonal costume patterns among different age groups and genders.
kmeans-clustering people-counter age-gender-estimation colour-detection people-tracking yolov8 fashion-trends bytetracker
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Oct 30, 2023 - Python
A fully functional traffic counter on a bare RK3588 with MQTT and remote live viewer
deep-learning cpp aarch64 traffic-counter npu traffic-counting rk3588 rk3568 rk3566 bytetracker rock5c
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Nov 23, 2024 - C++
In computer vision, this project meticulously constructs a dataset for precise 'Shoe' tracking using YOLOv8 models. Emphasizing detailed data organization, advanced training, and nuanced evaluation, it provides comprehensive insights. A final project for the Computer Vision cousre on Ottawa Master's in (2023).
tracker object-detection object-tracking single-object-tracking intersection-over-union mean-average-precision learning-rates yolov8 yolov8n yolov8s botsort bytetracker yolov8m yolov8l
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Jan 16, 2024 - Jupyter Notebook
Football Analysis system for football matches
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Jan 30, 2025 - Jupyter Notebook
This demo is a simple software that I created using my studies and courses. It's designed for real-time object detection and tracking in video streams, using YOLOv8 for detection and ByteTrack for multi-object tracking. It is suitable for tracking objects in video footage, and can run on both GPU and CPU.
python opencv tracking gpu cuda yolo object-detection real-time-tracking real-time-object-detection yolov8 bytetracker animals-tracking objects-tracking cow-tracking
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May 9, 2025 - Python
Computer Vision project showing Object Detection, Tracking and counting using YOLOv8, OpenCV, ByteTracker, and supervision.
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Jul 26, 2024 - Python
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