ZENGXH

DMM_Net

Differentiable Mask-Matching Network for Video Object Segmentation (ICCV 2019)

NPDRAW

NP DRAW paper released code

adversarial_attack_beyond_the_img_space

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

annotations

:fork_and_knife: Annotations for the EPIC Kitchens Dataset.

caffe

Caffe: a fast open framework for deep learning.

caffe_rtpose

Realtime C++ code for multi-person pose estimation

davis2017-evaluation

Evaluation Framework for DAVIS 2017 Semi-supervised and Unsupervised used in the DAVIS Challenges

Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

embedded_gcnn

Embedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow

expTorch

fast-transformers

Pytorch library for fast transformer implementations

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

img_stat

lab

🧪 Organize Machine Learning Experiments

loguru

Python logging made (stupidly) simple

Machine-Learning

This is all the needed information about machine learning.

magenta

Magenta: Music and Art Generation with Machine Intelligence

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

pbrs

Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks

PDGN

Progressive Point Cloud Deconvolution Generation Network (PDGN)

PSPNet

Pyramid Scene Parsing Network

python-midi

Python MIDI library

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-faster-rcnn

pytorch-vae

A minimal pytorch implementation of VAE, IWAE, MIWAE

PyTorch-VAE-1

A Collection of Variational Autoencoders (VAE) in PyTorch.

Regularized_autoencoders-RAE-

unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

xhconfigs

config files