/Intelligent_traffic

Intelligent Traffic-light to avoid traffic

Primary LanguagePython

Welcome to Intelligent Traffic

Using image processing and computer vision on traffic signal to do time manipulation and synchronization according to traffic,emergency vehicles and accident to reduce traffic and damage prevention.

Steps

Step 1: Download the coco weights and place accordingly Step 2: Run the test script according to webcam or video Step 3 : Run the tmain jupyter file to get the signal status according to lanes and synchronization of it Step 4 : For accident detection , go to the inference script. (soon upload the weight files)

Screenshots

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Image 2

Future Work

Syncing Traffic net and Yolov3 model with GUI to make it look better. Improve performance along with Some traffic density function.