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cifar-10

Here are 181 public repositories matching this topic...

iobruno / fastapi-tf-serving

Tensorflow-based Object Detection on the CIFAR-10 dataset, served with FastAPI

cifar-10 fastapi tensorflow2 cifar-10-classifier

Updated Nov 10, 2024
Python

yuejiangw / CIFAR-10-with-pytorch

Image classification on CIFAR-10 dataset using PyTorch.

deep-learning pytorch image-classification cifar-10

Updated Oct 13, 2024
Python

LamSut / Adversarial-Robustness-of-CNN

Research on adversarial machine learning

deep-neural-networks cifar-10 adversarial-attacks adversarial-training

Updated Oct 2, 2024
Python

RuiyangJu / Connection_Reduction

Connection Reduction of DenseNet for Image Recognition

pytorch image-classification svhn cifar convolutional-neural-network cifar-10

Updated Sep 29, 2024
Python

RuiyangJu / TripleNet

TripleNet Image Classification on CIFAR-10 by raspberrypi

pytorch image-classification cifar-10 raspberrypi4 triplenet

Updated Sep 29, 2024
Python

RuiyangJu / ThreshNet

ThreshNet image classification on CIFAR-10

pytorch image-classification cifar-10 threshnet ieee-access

Updated Sep 29, 2024
Python

PejperO / CIFAR-10_Image_Classification

This project implements and tests Convolutional Neural Network (CNN) models to classify images from the CIFAR-10 dataset, which includes 60,000 color images across 10 classes. The models achieve up to 90.45% accuracy, with training stability considerations and evaluation through confusion matrices and training history.

python data-science machine-learning computer-vision deep-learning tensorflow keras cnn neural-networks image-classification cifar-10 cifar-10-dataset

Updated Sep 3, 2024
Python

liznerski / eoe

Repository for the Exposing Outlier Exposure paper

python machine-learning deep-learning pytorch imagenet outlier-detection clip dtd bce anomaly-detection cub one-class-learning hsc cifar-10 deep-anomaly-detection outlier-exposure mvtec-ad clip-ad bce-cl

Updated Aug 20, 2024
Python

Remainof / FedAvg_CIFAR-10

Implementing FedAvg (Federated Average) based on CIFAR-10 dataset 基于CIFAR-10数据集实现FedAvg

python cifar-10 federated-learning

Updated Aug 15, 2024
Python

PontusHovb / CNN-CIFAR-10

Convolutional neural network (CNN) implemented in PyTorch for image classification trained on CIFAR-10 dataset classifying images in 10 categories (airplanes, automobiles, dog, etc.)

image-classification convolutional-neural-network cifar-10

Updated Aug 4, 2024
Python

al3monni / MNIST_CIFAR10_classification_tf2

Vitis AI tutorial for MNIST and CIFAR10 classification

fpga amd tensorflow cnn mnist classification mnist-classification xilinx cifar10 cifar-10 cnn-classification cifar10-classification tensorflow2 vitisai vitis-ai kv260 kria

Updated Jul 12, 2024
Python

AdamZettel / deep-learning-experiments

A collection of small deep learning experiments

deep-learning python3 polynomials eigenvalues cifar-10

Updated Jun 17, 2024
Python

matthias-wright / cifar10-resnet

PyTorch implementation of a 9-layer ResNet for CIFAR-10.

deep-learning pytorch classification resnet convolutional-neural-network cifar-10

Updated May 8, 2024
Python

sensAI

GuanhuaWang / sensAI

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

distributed-systems machine-learning deep-neural-networks deep-learning vgg imagenet resnet cifar10 sysml distributed-deep-learning cifar100 cifar-10 distributed-machine-learning cnn-classification cifar-100 mobilenet-v2 shufflenet-v2 mlsys imagenet1k

Updated Jul 25, 2024
Python

knjcode / cifar2png

Convert CIFAR-10 and CIFAR-100 datasets into PNG images

converter cifar-10 cifar-100

Updated Apr 15, 2024
Python

sheatsley / datasets

Scripts for downloading, preprocessing, and numpy-ifying popular machine learning datasets

machine-learning numpy phishing python3 mnist datasets nsl-kdd cifar-10 fashion-mnist unsw-nb15 tensorflow-datasets cic-malmem-2022 torchvision-datasets

Updated Apr 14, 2024
Python

luciananobrega / miniprojects-deep-learning

Some mini-projects using well known datasets to practice important deep learning concepts.

deep-learning imdb pytorch lstm mnist rnn mini-project cifar-10 gan-pytorch vae-pytorch

Updated Apr 2, 2024
Python

zhulf0804 / Resnet-Pytorch

A Pytorch implementation of ResNet trained on cifar-10 with accuracy of 92.07%

pytorch tensorboard resnet cifar-10

Updated Mar 23, 2024
Python

eleannavali / resnet-18-autoencoder

encoder decoder autoencoder resnet cifar-10 resnet-18

Updated Mar 19, 2024
Python

wagner-group / pubdef

Official code for "PubDef: Defending Against Transfer Attacks From Public Models" (ICLR 2024)

imagenet cifar-10 adversarial-examples adversarial-attacks cifar-100 adversarial-defenses transfer-attack

Updated Mar 17, 2024
Python

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