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Tensorflow object detection API trained on weapons class

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farazBhatti/gun_detection

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Gun detection in images

This repository provides inference on detecting guns in images and videos. Object detection model has been trained on 600 plus images annotated with LabelImg, for 80k epochs on Tesla K80 GPU provided by Google Colab for free. Training folder contains config file. This code is inspired by EdjeElectronics. F-1 score of this model is 0.91.

Inference:

Download and extract pre-trained model in the inference graph folder

Results on video:

img1 img2 img3

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Tensorflow object detection API trained on weapons class

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