zhou3968322

DataLoaders_DALI

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

awesome-reinforcement-learning

A curated list of deep RL resources

awesome-active-learning

A list of active learning methods for deep learning.

DenseCL

Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.

PubTabNet

code-samples

Source code examples from the Parallel Forall Blog

manylinux

Python wheels that work on any linux (almost)

code-debug

Native debugging for VSCode

python-c-extension

This is the practice of Python C extensions.

PythonExtensionPatterns

Examples of safe coding practice for Python C extensions.

deit

Official DeiT repository

Text-Image-Augmentation

Geometric Augmentation for Text Image

pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

Learning_CS224w

My approach to CS224w [AT] Stanford 2019 : )

cadvisor

Analyzes resource usage and performance characteristics of running containers.

RepVGG

RepVGG: Making VGG-style ConvNets Great Again

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

ganhacks

starter from "How to Train a GAN?" at NIPS2016

wgan-gp

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

wgan-gp

Pytorch implementation of Wasserstein GANs with Gradient Penalty

pytorch-msssim

PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss

DecoupleLearning

Implementation codes of the decouple learning framework

cocoapi

COCO API - Dataset @ http://cocodataset.org/

surface-defect-detection

缺陷检测文献记录

liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

BRDNet

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.