Mayurji / Image-Classification-PyTorchLinks
Learning and Building Convolutional Neural Networks using PyTorch
☆217Updated 3 years ago
Alternatives and similar repositories for Image-Classification-PyTorch
Users that are interested in Image-Classification-PyTorch are comparing it to the libraries listed below
Sorting:
- Implementation of Resnet-50 with and without CBAM in PyTorch v1.8. Implementation tested on Intel Image Classification dataset from https…☆94Updated 3 years ago
- CBAM: Convolutional Block Attention Module for CIFAR10 on ResNet backbone with Pytorch☆128Updated 6 years ago
- EfficientNetV2 pytorch (pytorch lightning) implementation with pretrained model☆80Updated 2 years ago
- Pytorch implementation(LeNet, VGGNet, GAN, UNet, Mask R-CNN, ...)☆30Updated 4 years ago
- Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]☆432Updated 9 months ago
- A summarization of Transformer-based architectures for CV tasks, including image classification, object detection, segmentation, and Few-…☆114Updated 3 years ago
- Implementation of Swin Transformer with Pytorch☆112Updated 4 years ago
- A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes"☆393Updated 4 years ago
- Pytorch implementation of "Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery"☆67Updated 5 years ago
- ☆305Updated 4 years ago
- Unofficial implementations of some classical CNN backbones with pytorch☆167Updated 4 years ago
- The official pytorch implemention of our ICML-2021 paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Netwo…☆461Updated 3 years ago
- Spatial and Channel Attention in CNN Architectures for Image Classification task☆27Updated 5 years ago
- ☆96Updated 4 years ago
- A collection of SOTA Image Classification Models in PyTorch☆166Updated 3 years ago
- ☆155Updated 4 years ago
- Implementation of Vision Transformer from scratch and performance compared to standard CNNs (ResNets) and pre-trained ViT on CIFAR10 and …☆114Updated last year
- The official code for our TIP paper 'LayerCAM: Exploring Hierarchical Class Activation Maps for Localization'☆129Updated 3 years ago
- Gluon implementation of channel-attention modules: SE, ECA, GCT☆42Updated 4 years ago
- ☆73Updated 4 years ago
- Implementation of MobileNet V1, V2, V3☆74Updated 4 years ago
- Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet☆514Updated 2 years ago
- Nearly Perfect & Easily Understandable PyTorch Implementation of SKNet☆97Updated 3 years ago
- fpn_resnet、resnet-se、resnet-cbam☆33Updated 5 years ago
- Covid-19 Detection Experiments☆36Updated 4 years ago
- Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.☆31Updated 4 years ago
- A PyTorch implementation of Inception-v4 and Inception-ResNet-v2.☆120Updated 6 years ago
- Implementation of Visual Transformer for Small-size Datasets☆128Updated 3 years ago
- Data Augmentation optimized for GAN☆58Updated 4 years ago
- EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)☆40Updated 4 years ago