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Stephen-Hao's repositories

tf-model-zoo

tensorflow实现的深度学习应用和模型

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Adversarial-Example-Attack-and-Defense

This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.

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circleloss.pytorch

Examples of playing with Circle Loss from the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization", CVPR 2020.

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Contrastive-Clustering

Code for the paper "Contrastive Clustering" (AAAI 2021)

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DeepHash-pytorch

Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.

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Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Language:Jupyter NotebookApache-2.0010

EffcientNetV2

EfficientNetV2 implementation using PyTorch

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faceai

一款入门级的人脸、视频、文字检测以及识别的项目.

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FaceRecognition

Face recognition using triplet loss, implementing FaceNet with pytorch.人脸识别项目，提供一个小型数据集用作验证，使用三元组损失函数(Triplet loss)提升准确率和泛化能力，对FaceNet进行了一种实现。

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GaitSet

A flexible, effective and fast cross-view gait recognition network

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ImageNet21K

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(2021) paper

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leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

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MedMNIST

pip install medmnist: 18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification

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nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Apache-2.0000

Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）

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prepare_detection_dataset

convert dataset to coco/voc format

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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Proxy-Anchor-CVPR2020

Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020

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PseCo

An official implementation of the PseCo (ECCV2022)

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pytorch-cifar

95.16% on CIFAR10 with PyTorch

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pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Language:PythonApache-2.0010