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3dhelper

3D Helper, currently most implemented with Open3D

a3c_continuous

A continuous action space version of A3C LSTM in pytorch plus A3G design

action-recognition-pytorch

This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.

adversarial-attack-on-person-reid-with-deep-mis-ranking

This is a pytorch implementation of the CVPR2020 paper: Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking

alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

anime4k

A High-Quality Real Time Upscaler for Anime Video

aquarium-motion-planning

A pathfinding and crowd simulation assignment from my Animation and Planning in Games class.

awesome-cvpr2021-cvpr2020-low-level-vision

A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision

awesome-human-pose-estimation

Human Pose Estimation Related Publication

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centertrack

Simultaneous object detection and tracking using center points.

cereal

A C++11 library for serialization

concurrentqueue

A fast multi-producer, multi-consumer lock-free concurrent queue for C++11

cpp_doxygen_sphinx

Tutorial for a C++ Doxygen CMake Sphinx Breathe Pipeline

cvplot

Graph plots, drawing, layout and windows in OpenCV

dd-net-pytorch

A lightweight network for body/hand action recognition.

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

depthgan

Repo for our CVIU work on the Benefit of Adversarial Training on Monocular Depth Estimation

dreamerv2

Pytorch implementation of Dreamer-v2: Visual Model Based RL Algorithm.

facenet

Face recognition using Tensorflow

facial-emotion-recognition-pytorch-onnx

ffmpeg-msvc-build

Script for building ffmpeg with msvc.

fusion

Unity Physics on GPU

galaxy

geometrictools

A collection of source code for computing in the fields of mathematics, geometry, graphics, image analysis and physics.

gon

Gradient Origin Networks - a new type of generative model that is able to quickly learn a latent representation without an encoder

high_mpc

Learning High-Level Policies for Model Predictive Control.

human-pose-estimation-2d-demo

Deep learning based human pose estimation demo in Python using Intel OpenVINO toolkit

ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

image-regression

A DNN that takes in x, y and outputs colors at that point to approximately "paint" an image. A toy problem.