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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

attention-mechanism-implementation

Self-attention、Non-local、SE、SK、CBAM、DANet

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

awesome-gnn-recommendation

Graph Neural Network

backdoor-learning-resources

A list of backdoor learning resources

bag-of-tricks-for-at

Empirical tricks for training state-of-the-art robust models on CIFAR-10 (ICLR 2021)

chip_neurips2021

Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).

coolgpus

GPU fan control for headless Linux

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dataaugmentation_forobjectdetect

本仓库主要包含了针对目标检测数据集的增强手段和源码：图像的旋转，镜像，裁剪，亮度/对比度的变换等

datasetapi

规范化管理labelme数据集并生成coco数据集

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

dqn_pytorch

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

dqn_pytorch-1

PyTorch implementation of DQN

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

lightcnnforcasia

The project compares LightCNN for feature extraction on face recognition to the CASIA-FaceV5-160 dataset.

map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

ncnn-android-yolov4-tiny-custom

使用darknet训练yolov4-tiny网络模型以进行人脸口罩的目标检测任务，模型由yolo格式转换为ncnn格式并部署于android

notes-python

中文 Python 笔记

nuaa_check_action

inuaa打卡，基于GitHub Action的南航校外打卡

python-study-notes

python_100days_plan

我的100天入门、练习和巩固python计划（始于2020-8-13）

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-tiny-imagenet

pytorch-tiny-imagenet

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

robust-models-transfer

Official repository for our NeurIPS 2020 *oral* "Do Adversarially Robust ImageNet Models Transfer Better?"