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A real-time violence detector using Faster RCNN Inception V2 COCO model, other pretrained models and image enhancement algorithms and face detection algorithms implemented using Python, including an alert system for alerting concerned authorities

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Real-Time-Violence-Detection

A real-time violence detector using MobileNetV2 pretrained model and image enhancement algorithms and face detection algorithms implemented using Python, including an alert system for alerting concerned authorities,

Stage 1 (Human Detection) ✔✔

A real-time human detector using Faster RCNN Inception V2 COCO model, implemented using Python. Main purpose was comparing 3 pretrained models for speed and accuracy.

Stage 2 (Violence Detection) ✔✔

A real-time violence detector using MobileNetV2 pretrained model, giving the output in the form of images with the result printed writen on each image using OpenCV, implemented using python. The training file for the mobilenetv2 model has also been included and the testing files and videos as well.

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A real-time violence detector using Faster RCNN Inception V2 COCO model, other pretrained models and image enhancement algorithms and face detection algorithms implemented using Python, including an alert system for alerting concerned authorities

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  • Jupyter Notebook 97.2%
  • Python 2.8%