pycls

Image classifier

A flexible PyTorch image classification framework for rapid research exploration and model evaluation.

Codebase for Image Classification Research, written in PyTorch.

Archived

GitHub

2k stars
60 watching
237 forks
Language: Python
last commit: 8 months ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
felixgwu/img_classification_pk_pytorch A PyTorch project for comparing image classification models and facilitating quick experiment setup 365
cmsflash/beauty-net Provides a basic framework for training deep learning models on image classification tasks using PyTorch 187
lucasjinreal/pytorch_image_classifier An image classification system built using PyTorch, capable of fine-tuning on various models and datasets. 113
bearpaw/pytorch-classification An open-source project providing a unified interface for training and evaluating classification models using PyTorch. 1,692
bmsookim/wide-resnet.pytorch PyTorch implementation of wide residual networks for image classification tasks on CIFAR-10 and CIFAR-100 datasets 461
ignacio-rocco/detectorch A PyTorch wrapper around Facebook AI Research's Detectron models for object detection and instance segmentation 558
kaiyangzhou/dassl.pytorch A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. 1,217
jhoon-oh/fedbabu An implementation of federated learning for image classification tasks 51
blade6570/photographicimagesynthesiswithcascadedrefinementnetworks-pytorch An implementation of cascaded refinement networks for generating photorealistic images from semantic layouts 65
tengshaofeng/residualattentionnetwork-pytorch Implementing a deep learning framework for image classification using Residual Attention Network architecture 680
facebookresearch/poincare-embeddings Implementation of Poincaré Embeddings algorithm in PyTorch for hierarchical representation learning 1,681
openseg-group/openseg.pytorch Provides a PyTorch implementation of several computer vision tasks including object detection, segmentation and parsing. 1,190
ruotianluo/imagecaptioning.pytorch A Python-based framework for training and testing image captioning models using PyTorch. 1,451
ben-louis/deep-image-analogy-pytorch A Python implementation of an image analogy algorithm based on PyTorch. 181
tobypde/frrn A software framework for training and evaluating full-resolution residual networks for semantic image segmentation tasks 280