어린이집 CCTV로 학대상황 감지

Fight Detection From Surveillance Cameras by fine-tuning a PyTorch Pretrained Model

A Simple Three Dimensional Convolutional Neural Networks approach

This repository contains my personal code for the paper Learning Spatiotemporal Features with 3D Convolutional Networks by Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri.

This repo is for the people who want to utilize conv3d for building 3dgan models.

A python class compatible with TensorFlow to perform data augmentation on 3D objects during CNN training.

An experimental project for autonomous vehicle driving perception with steering angle prediction and semantic segmentation using a combination of UNet, attention and transformers.

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves result…

lock mechanism with face recognition and liveness detection