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byq-luo's Projects

vehicle_counting_tensorflow icon vehicle_counting_tensorflow

"MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

vehicle_tracking_yolov3 icon vehicle_tracking_yolov3

This is the final project of the machine vision course. Given that multi-object tracking (MOT) is currently the research focus, this project will open source to help related research. The basis of this project is: yolo v3, multi-target recognition algorithm, Kalman filter tracking, Hungarian algorithm. (IPIL 2016) This project has basically completed the identification and tracking of vehicle targets in the video, but the robustness is not perfect.

videotrack icon videotrack

use detection results and deep-sort for object tracking

videotracker icon videotracker

A software designed to extract a target trajectory from a video.

video_surveillance- icon video_surveillance-

In this project ,we implemented only speed detection. That means ,showing speed of moving vehicles in highway.we have done this experiment using a video of vehicles in a highway.

yolo-9000 icon yolo-9000

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!

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