Ema1997

ranking-CNN-neurons

PCACE: A Statistical Approach to Ranking Neurons for CNN Interpretability

PyTorch_CIFAR10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

cov-weighting

Implementation for our WACV 2021 paper "Multi-Loss Weighting with Coefficient of Variations"

Weakly-Supervised-Object-Localization

Weakly Supervised Object Localization Papers

wsolevaluation

Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)

rethinkingCAM

Official implementation of Rethinking Class Activation Mapping for Weakly Supervised Object Localization (ECCV 2020)

CAM

Class Activation Mapping

BUAAthesis

北航毕设论文LaTeX模板

BUAAThesis

北航研究生学位论文模板（Word+LaTeX）.

pytorch-cifar

95.47% on CIFAR10 with PyTorch

EIL

Grad_CAM_plus_plus

A generalized gradient-based CNN visualization technique

JavaGuide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！

interview

📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

RISE

Detect model's attention

CovidAID

COVID-19 Detection Using Chest X-Ray

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

sanity_checks_saliency

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

imagenetloader.torch

some old code that i wrote, might be useful to others

Guided-Attention-Inference-Network

Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Markdown4Zhihu

一键解决知乎导入Markdown文件时图片和公式等问题。

DataLoaders_DALI

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

RepVGG

RepVGG: Making VGG-style ConvNets Great Again

PaddleClas

A treasure chest for visual classification and recognition powered by PaddlePaddle