jiweibo / ImageNet
This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
☆415Updated 6 years ago
Alternatives and similar repositories for ImageNet:
Users that are interested in ImageNet are comparing it to the libraries listed below
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆724Updated 6 years ago
- This is the PyTorch implementation of VGG network trained on CIFAR10 dataset☆349Updated 5 years ago
- Classification with PyTorch.☆1,719Updated 9 months ago
- Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.☆1,263Updated 9 months ago
- pytorch and cifar10☆215Updated 3 years ago
- 3.41% and 17.11% error on CIFAR-10 and CIFAR-100☆332Updated 6 years ago
- VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset☆88Updated 4 years ago
- PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet☆1,388Updated 3 years ago
- PyTorch implementation of CNNs for CIFAR benchmark☆705Updated 4 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆916Updated 4 years ago
- Reproduces ResNet-V3 with pytorch☆513Updated 4 years ago
- PyTorch implementation of SENet☆2,315Updated 4 years ago
- Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch☆465Updated 5 years ago
- pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...☆744Updated 4 years ago
- SimpleAICV:pytorch training and testing examples.☆430Updated last week
- ☆217Updated 7 years ago
- 2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552☆551Updated 5 years ago
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆417Updated 4 years ago
- Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeN…☆2,655Updated 2 years ago
- A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)☆468Updated 7 years ago
- The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other ta…☆719Updated 4 years ago
- a pytorch code about Residual Attention Network. This code is based on two projects from☆682Updated 6 years ago
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆880Updated 4 years ago
- Non-official implement of Paper:CBAM: Convolutional Block Attention Module☆1,376Updated last year
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,921Updated 2 years ago
- ☆405Updated 7 years ago
- Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"☆2,119Updated 2 years ago
- Feature Pyramid Networks in PyTorch☆477Updated 7 years ago
- A memory-efficient implementation of DenseNets☆1,529Updated last year
- a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results☆863Updated 4 years ago