This project will detect Violence frame from given input based on deep learning model. InspectionV3 is used for trin model
- Python environment
- PC with GPU
- Pre installed libraries like Tensorflow, matplotlib etc
- Google colab account for training dataset
InceptionV3 is used in this project which is a pretrained Imagenet CNN model provided by Keras.
- model: https://drive.google.com/file/d/1jlSVXMwXeuCZORCWupcfpwnXu6y-Q5OZ/view?usp=sharing
- lb-pickle: https://drive.google.com/file/d/1--A144cyi803sJSm9NN1fV4Xs6WWJ5h6/view?usp=sharing
- model: https://drive.google.com/file/d/1Vt8BBU5qKCrEcpWAIyLuRouCCliekMCw/view?usp=sharing
- lb-pickle: https://drive.google.com/file/d/1W2vsi8gm5L7_5LFzK8W62bNhAUJgCS98/view?usp=sharing
- Dataset 1: https://drive.google.com/drive/folders/1LxAa7XcGgBtpAa5z0Cp24r-2crru4iCc?usp=sharing
- Dataset 2: https://drive.google.com/drive/folders/1ATiV24kn3P_UGHEZQvMWFIlOwHye53BK?usp=sharing
whole dataset in trained with help of InspectionV3 model. The dataset is trained in google colab. File of training dataset is present in training dataset folder which is in ipynb format.
