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kuangliu/pytorch-cifar

A PyTorch implementation of a CIFAR10 model achieving 95.47% accuracy.

6.4K
Archived
Python
Computer Vision
PyTorch
#pytorch#computer-vision#image-classification

weiaicunzai/pytorch-cifar100

A PyTorch repository for practicing image classification on the CIFAR-100 dataset using various deep learning models.

4.8K
Archived
Python
Computer Vision
Datasets
PyTorch
#cifar100#image-classification#deep-learning

zoubohao/DenoisingDiffusionProbabilityModel-ddpm-

A simple implementation of the Denoising Diffusion Probability Model (DDPM) for training a U-Net on the CIFAR-10 dataset.

2.2K
Archived
Python
ML Ops
Computer Vision
Python
#ddpm#denoising#computer-vision

bearpaw/pytorch-classification

PyTorch-based library for image classification tasks like CIFAR-10, CIFAR-100, and ImageNet.

1.7K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#image-classification#cifar10#cifar100

DeepVoltaire/AutoAugment

Unofficial implementation of AutoAugment, a powerful data augmentation technique for computer vision tasks.

1.5K
Archived
Jupyter Notebook
Computer Vision
Data Preparation
Jupyter Notebook
#data-augmentation#computer-vision#machine-learning

hysts/pytorch_image_classification

A PyTorch implementation of image classification models for popular datasets like CIFAR-10, ImageNet, and more.

1.4K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#image-classification#pytorch

akamaster/pytorch_resnet_cifar10

Properly implemented ResNet-s for CIFAR10/100 in PyTorch, matching the original paper description.

1.4K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#cifar#resnet#computer-vision

szagoruyko/wide-residual-networks

This is a deep learning library for building wide residual networks, a type of convolutional neural network.

1.3K
Archived
Lua
Computer Vision
#deep-learning#neural-networks#computer-vision

tysam-code/hlb-CIFAR10

Fast CIFAR-10 training to state-of-the-art accuracy using PyTorch and a specialized CNN architecture.

1.3K
Archived
Python
Computer Vision
ML Ops
PyTorch
#cifar10#deep-learning#neural-network

facebookresearch/mixup-cifar10

A Python library that implements the mixup data augmentation technique for improving model performance on the CIFAR-10 dataset.

1.2K
Archived
Python
ML Ops
Computer Vision
Python
#data-augmentation#cifar-10#machine-learning

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