Discover hasnainnaeem/Violence-Detection-in-Videos Open Source project

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82
Rank 396,546 (Top 8 %)
Language
Python
License
Apache License 2.0
Created about 5 years ago
Updated over 2 years ago

hasnainnaeem

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Violence detection in videos using Deep Learning (CNNs + LSTMs). 98.5% video accuracy and 97.81% frame level accuracy (with threshold=3) was achieved through the proposed model by Joshua on HockeyFight dataset. Joshua's project was extended with real-time predictions on video feed coming from camera. Moreover, notebook is added to easily setup and run code on Google Colab.

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Audio classification deep learning model using TensorFlow 2.0 to detect Gunshots. 97.5% test set accuracy and 99% training set accuracy was achieved on Binary-Urban8K. This work was done during my summer internship at TUKL-NUST lab.

Jupyter Notebook

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