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python-recsys-recommend

A python library for implementing a recommender system

python-tf-idf

An extremely simple Python library to perform TF-IDF document comparison.

python_tripletloss

python implementation of triplet loss with Caffe

pytorch-capsnet

pytorch-capsule

Pytorch implementation of Hinton's Dynamic Routing Between Capsules

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

pytorch-conditional-gans

Implementation of Conditional Generative Adversarial Networks in PyTorch

pytorch-cpn

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

pytorch-craft-ocr

本项目旨在以CRAFT提供的预训练模型为基础，进行迁移学习以用于检测自己数据集中的文本。

pytorch-cyclegan

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

pytorch-deepfashion

pytorch implementation of the deepfashion architecture (https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Liu_DeepFashion_Powering_Robust_CVPR_2016_paper.pdf)

pytorch-detector-centernet

pytorch-discriminative-loss

Implementation of discriminative loss for instance segmentation by pytorch

pytorch-distributed-training-multi-machine

Example of PyTorch DistributedDataParallel

pytorch-dsfd-vgg16-efficientnet-object-detection

DSFD implement with VGG16 and EfficientNet

pytorch-examples-reinforcement_learning

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch-fasion-localization-yolov3

YOLOv3_Fashion

pytorch-faster-rcnn

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-hash-distilling-image-retrieval

image-retrieval,hash,distilling,pytorch

pytorch-i-revnet

i-RevNet Pytorch Code

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-image-retrieval-hash

A pytorch implementation of "Deep Learning of Binary Hash Codes for Fast Image Retrieval, CVPRW 2015"

pytorch-image-retrieval-n-pair-angular-self-attention

A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).

pytorch-keypoint-detection-mask-rcnn

Pytorch FPN+ResNet+MaskRCNN Keypoint Detection

pytorch-loss-segmentation-pixel-wise-

label-smooth, amsoftmax, focal-loss, triplet-loss. Maybe useful

pytorch-memory-optim

This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog post.

pytorch-metric-distanceweightedsampling-sampling-matters-in-deep-embedding-learning

pytorch implementation of the ICCV paper Sampling Matters in Deep Embedding Learning

pytorch-metric-learning-loss

The easiest way to use metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.