elefps

coding-interview-university

A complete computer science study plan to become a software engineer.

Deep-Learning

Course: Deep Learning

Variational-AutoEncoder

An Pytorch Implementation of Variational AutoEncoder for 3D MRI Brain Image

rulstm

Code for the Paper: Antonino Furnari and Giovanni Maria Farinella. What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention. International Conference on Computer Vision, 2019.

hierarchical_action_prediction

vision-based-prediction

Deep Learning for Vision-based Prediction

Human-activity-prediction

ST-TR

Spatial Temporal Transformer Network for Skeleton-Based Activity Recognition

video-classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

human_activity_recognition_LRCN

action-recognition

Three steps to train your own model for action recognition based on CNN and LSTM by PyTorch.

technical-interviews

E3D-LSTM

Unofficial PyTorch implementation of E3D-LSTM

e3d_lstm

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

GestureRecognition-PyTorch

Action recognition network -- CNN + LSTM.

cnn-lstm

CNN LSTM architecture implemented in Pytorch for Video Classification

SGN

This is the implementation of CVPR2020 paper “Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition”.

DualHead-Network

The implementation for "Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition"(ACM Multimedia 2021)

fairmotion

Tools to load, process and visualize motion capture data

Visualize-3D-skeleton

human-motion-prediction

Simple baselines and RNNs for predicting human motion in tensorflow. Presented at CVPR 17.

DeepCompress

Replication code for DeepCompress, a deep learning-based learned point cloud compression technique.

attention-is-all-you-need-paper

Original transformer paper: Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.

pothole-detection

Implementation of "Pothole Detection Using Location-Aware Convolutional Neural networks", keras with tensorflow backend. https://link.springer.com/article/10.1007/s13042-020-01078-7

ContextPose-PyTorch-release

[CVPR 2021] Offical Pytorch implementation of "ContextPose: Context Modeling in 3D Human Pose Estimation: A Unified Perspective"

geomfitty

A python library for fitting 3D geometric shapes

PCGCv1

Point Cloud Geometry Compression

learned_PCC

deep-learning based point cloud compression methods.

SHREC2022_PrimitiveRecognition

R-PCC

R-PCC: A Baseline for Range Image-based Point Cloud Compression