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20bn-realtimenet

20bn-realtimenet: Enhance your application with the ability to see and interact with humans using any RGB camera.

2s-agcn

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

3d-graph

3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

3dcnn

3D convolutional neural network for video classification

3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

action_recognition_zoo

Codes for popular action recognition models, verified on the something-something data set.

activity-recognition-i3d

Activity Recognition using Inflated-3d-convolutional networks.

alchemy

ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

c3d-tensorflow

C3D is a modified version of BVLC tensorflow to support 3D ConvNets.

cnn-from-scratch

Implementing a convolutional neural network from scratch and visualizing what it learns

commonsense-rl

Knowledge-Aware RL agents with Commonsense Reasoning

conv-tt-lstm

conv3d-video-action-recognition

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 results similar to those reported by authors

dd-net

A lightweight network for body/hand action recognition

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeprl-for-graphs

deepsnap

Python library assists deep learning on graphs

densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

detect_those_corners

Detecting important corners in images and real-time video using Harris Corner Detector. and Shi-tomasi corner Detector

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dirent

C/C++ library for retrieving information on files and directories

dmprj

efficient-3dcnns

PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

flow_toolbox

Optical flow extraction tool using OpenCV

gcn-nas

Source code for "Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching", AAAI2020