GitHub topics: cifar

Repositories

osmr/imgclsmob

Sandbox for training deep learning networks

Language: Python - Size: 15.6 MB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 3,013 - Forks: 561

mr-ravin/BSC-DenseNet 📦

Implementation of BSC-DenseNet-121 in Pytorch from research paper "Adding Binary Search Connections to Improve DenseNet Performance".

Language: Python - Size: 3.14 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

hyperion-ml/hyperion

Python toolkit for speech processing

Language: Python - Size: 154 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 68 - Forks: 21

sidsurakanti/cifar-10

cifar 10(0) classification using cnn's

Language: Jupyter Notebook - Size: 44.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

visresearch/patchmix

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

Language: Python - Size: 4.27 MB - Last synced at: 30 days ago - Pushed at: 7 months ago - Stars: 114 - Forks: 10

prlz77/ResNeXt.pytorch

Reproduces ResNet-V3 with pytorch

Language: Python - Size: 154 KB - Last synced at: 11 days ago - Pushed at: almost 5 years ago - Stars: 514 - Forks: 120

felixgwu/img_classification_pk_pytorch

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

Language: Python - Size: 61.5 KB - Last synced at: 17 days ago - Pushed at: about 6 years ago - Stars: 372 - Forks: 76

idfkman2234/MLDatasets

A collection of popular machine learning datasets

Size: 12.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

csinva/gan-vae-pretrained-pytorch

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

Language: Jupyter Notebook - Size: 98.4 MB - Last synced at: 12 days ago - Pushed at: 4 months ago - Stars: 192 - Forks: 49

hbswfwjwwjjuwju/RIVALS

RIVALS Script Hack Auto Farm Pastebin 2025 No Key Exploit Keyless PC & MOBILE OP GUI Cheat Byfron Bypass Anti-Ban Undetected Script Silent Aimbot ESP WH Wallhack and etc

Size: 1000 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

MIC-DKFZ/image_classification

:dart: Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments

Language: Python - Size: 1.75 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 47 - Forks: 2

zlmzju/fusenet

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

Language: Jupyter Notebook - Size: 1.39 MB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 229 - Forks: 80

lrzpellegrini/icarl-pytorch

A working PyTorch implementation of the iCaRL algorithm (for Cifar100 experiments)

Language: Python - Size: 18.6 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 3

voldemortX/DST-CBC

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

Language: Python - Size: 496 KB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 139 - Forks: 17

EN10/CIFAR

CIFAR 10 image dataset

Language: Python - Size: 28.3 KB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 50 - Forks: 13

Subhash-269/cifar-image-cls-app

A Streamlit app for CIFAR-10 image classification using ResNet-18 with file uploads, URL support, and data visualization.

Language: Python - Size: 38.7 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

ethanhe42/resnet-cifar10-caffe

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

Language: Python - Size: 456 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 167 - Forks: 122

hunto/image_classification_sota

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

Language: Python - Size: 208 KB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 82 - Forks: 14

conan7882/GoogLeNet-Inception

TensorFlow implementation of GoogLeNet and Inception for image classification.

Language: Python - Size: 11.5 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 287 - Forks: 120

ndrplz/CIFAR-10

Python plug-and-play wrapper to CIFAR-10 dataset.

Language: Python - Size: 3.46 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 3

dinarior/resnet_embeddings_extractor

Small and easily modifiable notebook to extract embeddings from pre trained resnet50

Language: Jupyter Notebook - Size: 22.5 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 1

ritchieng/wideresnet-tensorlayer

Wide Residual Networks implemented in TensorLayer and TensorFlow.

Language: Python - Size: 14.6 KB - Last synced at: about 1 month ago - Pushed at: over 8 years ago - Stars: 44 - Forks: 19

visresearch/aps

The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"

Language: Python - Size: 1.03 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 51 - Forks: 3

fcakyon/cifar100-resnet

ResNet Implementation for CIFAR100 in Pytorch

Language: Jupyter Notebook - Size: 138 KB - Last synced at: 7 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

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

Language: Python - Size: 5.27 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 54 - Forks: 9

deepmancer/resnet-cifar-classification

A step-by-step implementation of a ResNet-18 model for image classification on the CIFAR-10 dataset

Language: Jupyter Notebook - Size: 1.98 MB - Last synced at: 8 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

lionelmessi6410/tensorflow2-cifar

95.76% on CIFAR-10 with TensorFlow2

Language: Python - Size: 25.4 KB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 30 - Forks: 8

vaibhavmakhloga/CIFAR-10

Image classification of the CIFAR dataset reducing the dimensionality using principal component analysis (PCA)

Language: Jupyter Notebook - Size: 245 KB - Last synced at: 10 months ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

hongyi-zhang/mixup

Implementation of the mixup training method

Language: Python - Size: 407 KB - Last synced at: 9 months ago - Pushed at: almost 7 years ago - Stars: 460 - Forks: 82

dongyp13/Stochastic-Quantization

Training Low-bits DNNs with Stochastic Quantization

Language: Jupyter Notebook - Size: 8.02 MB - Last synced at: 10 months ago - Pushed at: almost 8 years ago - Stars: 73 - Forks: 18

mtancak/PyTorch-ResNet-CIFAR10

Simple ResNet PyTorch project

Language: Python - Size: 93.8 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

BIGBALLON/HTD

Source code for HTD (WACV 2019)

Language: Lua - Size: 62.5 KB - Last synced at: 11 months ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0

sdamadi/image-classification

Comprehensive image classification for training multilayer perceptron (MLP), LeNet, LeNet5, conv2, conv4, conv6, VGG11, VGG13, VGG16, VGG19 with batch normalization, ResNet18, ResNet34, ResNet50, MobilNetV2 on MNIST, CIFAR10, CIFAR100, and ImageNet1K.

Language: Python - Size: 46.1 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

ildoonet/pytorch-randaugment

Unofficial PyTorch Reimplementation of RandAugment.

Language: Python - Size: 835 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 621 - Forks: 98

zh-jp/noisy-cifar

Cifar with Noisy from Human or Synthesis

Language: Python - Size: 423 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

BIGBALLON/CIFAR-ZOO

PyTorch implementation of CNNs for CIFAR benchmark

Language: Python - Size: 77.1 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 694 - Forks: 178

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.

Language: Python - Size: 5 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 101 - Forks: 22

ismail31416/LumiNet

The official implementation of LumiNet: The Bright Side of Perceptual Knowledge Distillation https://arxiv.org/abs/2310.03669

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 1

seanbethard/evaluations

One-offs.

Language: Python - Size: 119 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mohsenkhashei/cifar10

Improved CNN Training and Visualization

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

overshiki/datasets

handle datasets such as mnist, cifar, coil20, fer2013 and so on.

Language: Python - Size: 17.5 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

megvii-research/mdistiller

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

Language: Python - Size: 1.03 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 634 - Forks: 100

akamaster/pytorch_resnet_cifar10

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

Language: Python - Size: 82.3 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1,057 - Forks: 319

soyflourbread/cifar10-tiny

A tiny neural network for CIFAR-10 dataset

Language: Python - Size: 186 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

mateuszbuda/ALL-CNN

Striving for Simplicity: The All Convolutional Net (All-CNN-C)

Language: Shell - Size: 5.02 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 39 - Forks: 11

conan7882/VGG-cifar

A TensorFlow implementation of VGG networks for image classification

Language: Python - Size: 7.46 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 8

gaohuang/MSDNet

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

Language: Lua - Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 463 - Forks: 98

talhayaseen57/cifar-net

This repo is a demonstration of CIFAR network.

Language: Python - Size: 28.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rapidclock/cifar100-cnn-01

Image Classifier using CNNs on the CIFAR100 Image Dataset

Language: Jupyter Notebook - Size: 20.5 MB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0

Cerenaut/Preprocess-CIFAR

Preprocess CIFAR dataset, creating a set of images.

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Ibraam-Nashaat/VehicleVision

VehicleVision leverages AWS services to train and deploy an image classification model that can differentiate between bicycles and motorcycles.

Language: Jupyter Notebook - Size: 128 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

yui0/catseye

Neural network library written in C and Javascript

Language: Roff - Size: 144 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 5

tajanthan/pmf

Proximal Mean-field for Neural Network Quantization

Language: Python - Size: 27.3 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 21 - Forks: 3

DasariJayanth/Imbalanced-Semi-or-Self-Supervised-Learning

Implementation of semi and self supervised learning on Imbalanced Dataset

Language: Jupyter Notebook - Size: 3.65 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

asrinoztin/cifar_10_keras_cnn

This repository includes a study that aims to apply classification on well-known CIFAR10 dataset. Detailed info in ReadMe

Language: Jupyter Notebook - Size: 2.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dnlcrl/deep-residual-networks-pyfunt

Python implementation of "Deep Residual Learning for Image Recognition" (http://arxiv.org/abs/1512.03385 - MSRA, winner team of the 2015 ILSVRC and COCO challenges).

Language: Python - Size: 4.59 MB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 52 - Forks: 10

devincapriola/CNN-Fashion-MNIST-and-CIFAR

CNN Fashion MNIST and CIFAR

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Moddy2024/ResNet-9

Designed a smaller architecture implemented from the paper Deep Residual Learning for Image Recognition and achieved 93.65% accuracy.

Language: Jupyter Notebook - Size: 44.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

n1ghtf4l1/vigilant-fortnight

Detect and Analyze Trojan attacks on deep neural networks that are designed to be difficult to detect.

Language: Jupyter Notebook - Size: 73.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

RuiyangJu/Connection_Reduction

Connection Reduction of DenseNet for Image Recognition

Language: Python - Size: 79.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ma-xu/Open-Set-Recognition

Open Set Recognition

Language: Python - Size: 76.9 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 83 - Forks: 20

ShivamShrirao/dnn_from_scratch

A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

Language: Python - Size: 18.4 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 26 - Forks: 4

hunto/DyRep

Official implementation for paper "DyRep: Bootstrapping Training with Dynamic Re-parameterization", CVPR 2022

Size: 739 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 34 - Forks: 4

syt2/CNN 📦

pytorch implementation of several CNNs for image classification

Language: Python - Size: 175 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 14 - Forks: 1

fares-ds/Cifar-10_Image_Classification_Using_CNNs

The CIFAR-10 dataset consists of 60000 32x32 colour images in 10 classes, with 6000 images per class. There are 50000 training images and 10000 test images.

Language: Jupyter Notebook - Size: 26.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0