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cifar

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osmr /imgclsmob

Sandbox for training deep learning networks

machine-learning deep-learning neural-network mxnet chainer tensorflow keras pytorch classification imagenet image-classification segmentation human-pose-estimation pretrained-models gluon cifar semantic-segmentation 3d-face-reconstruction tensorflow2

UpdatedSep 6, 2024
Python

akamaster /pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

pytorch resnet cifar resnet110 resnet20 resnet32 resnet44 resnet56 resnet1202 resnet-cifar torchvision-models-cifar

UpdatedJun 18, 2024
Python

megvii-research /mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillationhttps://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainerhttps://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf

computer-vision deep-learning pytorch imagenet coco cifar knowledge-distillation cvpr2022 iccv2023

UpdatedNov 5, 2023
Python

BIGBALLON /CIFAR-ZOO

PyTorch implementation of CNNs for CIFAR benchmark

pytorch densenet resnet cifar cutout resnext senet learning-rate-decay mixup shake-shake

UpdatedFeb 20, 2021
Python

ildoonet /pytorch-randaugment

Unofficial PyTorch Reimplementation of RandAugment.

computer-vision deep-learning pytorch classification imagenet convolutional-neural-networks cifar augmentation autoaugment

UpdatedMar 14, 2023
Python

prlz77 /ResNeXt.pytorch

Reproduces ResNet-V3 with pytorch

pytorch resnet cifar resnext

UpdatedAug 1, 2020
Python

hongyi-zhang /mixup

Implementation of the mixup training method

pytorch gan cifar data-augmentation mixup

UpdatedJun 12, 2018
Python

gaohuang /MSDNet

Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

computer-vision deep-learning imagenet cifar

UpdatedApr 3, 2019
Lua

felixgwu /img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

computer-vision deep-learning pytorch cifar

UpdatedApr 12, 2019
Python

conan7882 /GoogLeNet-Inception

TensorFlow implementation of GoogLeNet and Inception for image classification.

tensorflow image-classification inception cifar googlenet pre-trained

UpdatedMar 11, 2020
Python

zlmzju /fusenet

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

mxnet fusion imagenet ensemble resnet cifar dfn

UpdatedJul 12, 2018
Jupyter Notebook

gan-vae-pretrained-pytorch

csinva /gan-vae-pretrained-pytorch

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

python machine-learning statistics ai deep-learning neural-network ml cnn pytorch generative-adversarial-network gan mnist dcgan convolutional-neural-networks pretrained-models cifar gans generative-adversarial-networks pretrained pytorch-implementation

UpdatedFeb 2, 2025
Jupyter Notebook

ethanhe42 /resnet-cifar10-caffe

ResNet-20/32/44/56/110 on CIFAR-10 with Caffe

caffe resnet cifar vgg16 cifar10

UpdatedMay 2, 2024
Python

ma-xu /Open-Set-Recognition

Open Set Recognition

pytorch mnist imagenet cifar openmax open-set openset center-loss open-set-recognition oltr openset-classification openset-recognition

UpdatedSep 13, 2021
Python

voldemortX /DST-CBC

Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

pytorch semi-supervised-learning tensorboard cifar semantic-segmentation pascal-voc cityscapes mixed-precision-training

UpdatedJun 16, 2022
Python

visresearch /patchmix

The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"

imagenet transfer-learning representation-learning cifar unsupervised-learning self-supervised-learning contrastive-learning vision-transformer

UpdatedNov 8, 2024
Python

FreeformRobotics /Divide-and-Co-training

[TIP 2022] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake, DenseNet, PyramidNet, and EfficientNet.

imagenet image-classification cifar efficientnet deep-ensemble splitnet

UpdatedAug 14, 2022
Python

bytesc /Image_Classify_WebGUI_CIFAR10

✨基于卷积神经网络(CNN)和CIFAR10数据集的图像智能分类 Web 应用 Intelligent Image Classification Web Applcation based on Convolutional Neural Networks and the CIFAR10 Dataset✨🚩 (with README in English) 📌含在线demo：图像分类可视化界面，快速部署深度学习模型为网页应用，Web预测系统，决策支持系统(DSS)，图像分类前端网页，图像分类Demo展示-Pywebio。AI人工智能图像分类-Pytorch。CIFAR10数据集，小模型。100%纯Python代码，轻量化，易复现

python ocr pytorch webapp image-classification cifar dss decision-support-system pywebio web-prediction-system

UpdatedSep 18, 2024
Python

hunto /image_classification_sota

Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.

pytorch transformer imagenet image-classification pruning vit cifar nas rep kd

UpdatedMar 20, 2024
Python

dongyp13 /Stochastic-Quantization

Training Low-bits DNNs with Stochastic Quantization

deep-neural-networks caffe imagenet cifar quantization

UpdatedAug 4, 2017
Jupyter Notebook

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