HasanAbdelhady/Building-a-Denoising-Autoencoder-Using-Pytorch-on-CIFAR-10-MNIST

Building a Denoising Autoencoder from scratch Using Pytorch on CIFAR-10 & MNIST Datasets

Language: Jupyter Notebook - Size: 545 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

Avijit-Jana/cnn-architectures-benchmark

A comparative benchmark of popular Convolutional Neural Network architectures (LeNet‑5, AlexNet, GoogLeNet, ResNet) on MNIST, Fashion‑MNIST and CIFAR‑10 using PyTorch. Includes analysis of loss curves, accuracy, precision, recall and F1‑scores.

Language: Jupyter Notebook - Size: 634 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

joaopauloschuler/neural-api

CAI NEURAL API - Pascal based deep learning neural network API optimized for AVX, AVX2 and AVX512 instruction sets plus OpenCL capable devices including AMD, Intel and NVIDIA.

Language: Pascal - Size: 13 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 392 - Forks: 202

Yashasvi1714/KNN_CIFAR10

A Python implementation of k-Nearest Neighbors on CIFAR-10, featuring preprocessing, hyperparameter tuning, and result visualization.

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

Mdbaizidtanvir/image-classifier

🧠 AI Image Classifier A web app that uses a CNN model trained on CIFAR-10 to classify images in real-time. Built with Flask, TensorFlow, and styled using Tailwind CSS.

Language: HTML - Size: 1.27 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

Assem-ElQersh/AlexNet-VGG-CIFAR10-Comparison

Comparative analysis of AlexNet and VGG architectures trained on the CIFAR-10 dataset. The project explores differences in model design, feature extraction capabilities, and performance metrics across different neural network architectures.

Language: Jupyter Notebook - Size: 3.68 MB - Last synced at: 16 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

iMD10/cnn-image-classification

CNN for image classification on CIFAR-10 with model interpretability visuals and full report.

Language: Jupyter Notebook - Size: 8.4 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

chhayac/Machine-Learning-Notebooks

15+ Machine/Deep Learning Projects in Ipython Notebooks

Language: Jupyter Notebook - Size: 3.84 MB - Last synced at: 25 days ago - Pushed at: about 5 years ago - Stars: 130 - Forks: 103

KasrAskari/CIFAR-10

Classifying CIFAR-10 images (CNN, KerasTuner CNN, Wide-and-Deep)

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

As4d/cifar10-convolutional-network

Custom convolutional neural network for CIFAR-10 classification, built from scratch in Python with PyTorch.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 1 - Forks: 0

josetorronteras/CIFAR10VisionClassifier

CIFAR-10 trained with CreateML and a SwiftUI app for real time model testing. Kaggle Score: 0.69660

Language: Swift - Size: 6.01 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

deep-diver/AlexNet

AlexNet model from ILSVRC 2012

Language: Jupyter Notebook - Size: 3.71 MB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 55 - Forks: 25

oscarhoffmann3487/Flow_Matching_vs_DDPM_on_CIFAR-10

This repository presents a full implementation and comparison of two generative models evaluated using the Fréchet Inception Distance (FID) onthe CIFAR‑10 dataset:

Language: Jupyter Notebook - Size: 4.08 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

moh-a-abde/ndlinear-demo-CIFAR10

Benchmark comparison between a PyTorch CNN and Ndlinear CNN using CIFAR-10

Language: Python - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

abdul-rafay19/CNNect-Classifier

A real-time image classification app built with PyTorch and deployed using Streamlit. CNNect-Classifier uses a custom-trained CNN on the CIFAR-10 dataset to predict image classes with confidence scores. Designed to demonstrate end-to-end deep learning deployment — from training to user-facing web app.

Language: Jupyter Notebook - Size: 1.91 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

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

knjcode/cifar2png

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

Language: Python - Size: 12.7 KB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 143 - Forks: 21

Mountchicken/ResNet18-CIFAR10

ResNet18 on CIFAR10 reachs 95.09% Accuracy on TestSet

Language: Python - Size: 13.7 KB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 4

Dishant27/Image-Classification

This is Image Classification/recognition project where Tensorflow and Keras are used along with Convolutional Neural Network.

Language: Jupyter Notebook - Size: 1.33 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

RubixML/CIFAR-10

Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

Language: PHP - Size: 163 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 59 - Forks: 9

dyhan0920/PyramidNet-PyTorch

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

Language: Python - Size: 44.9 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 272 - Forks: 39

imamaaa/cifar10-image-classification-vit-resnet-cnnmlp

This project implements and compares Vision Transformer (ViT), ResNet-18 (Transfer Learning), and a CNN-MLP Hybrid model for image classification on CIFAR-10. It includes a Flask-based web app where users can upload images, select a model, and view real-time classification results.

Language: Jupyter Notebook - Size: 2.54 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

TooTouch/WhiteBox-Part1

In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)

Language: Jupyter Notebook - Size: 296 MB - Last synced at: 25 days ago - Pushed at: about 5 years ago - Stars: 39 - Forks: 16

leaderj1001/MobileNetV3-Pytorch

Implementing Searching for MobileNetV3 paper using Pytorch

Language: Python - Size: 67.2 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 295 - Forks: 70

tensorlayer/awesome-tensorlayer

A curated list of dedicated resources and applications

Size: 94.7 KB - Last synced at: 8 days ago - Pushed at: over 5 years ago - Stars: 268 - Forks: 59

snknitin/DeepfakeCapsuleGAN

Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes

Language: Jupyter Notebook - Size: 41.4 MB - Last synced at: 30 days ago - Pushed at: almost 6 years ago - Stars: 132 - Forks: 53

arpanpramanik2003/object-detection-resnet50

This repository contains a deep learning project for CIFAR-10 image classification using the ResNet50 pre-trained model. The project includes data preprocessing, model training, evaluation, and visualization of results. Achieved high accuracy by fine-tuning the model and optimizing hyperparameters.

Language: Jupyter Notebook - Size: 192 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Amandahsr/GeneralObjectClassification

Training and evaluating an AlexNet-like model to classify general objects using the CIFAR-10 dataset.

Language: Python - Size: 2.93 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

jhkim89/PyramidNet

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

Language: Lua - Size: 23.4 KB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 131 - Forks: 39

Stephen5421/Image-Classification-using-ANN-CNN

The code does image classification using the CIFAR-10 dataset. Two models, ANN and CNN, are trained on 32x32 color images across 10 classes. Following data preprocessing, the models are constructed and trained. Their classification performance is assessed on test images, highlighting their effectiveness in identifying objects within the dataset.

Language: Jupyter Notebook - Size: 419 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

MainakVerse/Virtual-Eye

Virtual Eye is a Streamlit app that integrates MobileNetV2 and a CIFAR-10 model for image classification. Users can upload images and receive predictions with confidence scores from either model. It features a sleek navigation bar for easy switching and real-time results, which is ideal for learning and practical use.

Language: Python - Size: 16.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

Armin-Abdollahi/Convolution-Neural-Network

Language: Jupyter Notebook - Size: 36.1 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

Shikha-code36/early-exit-cnn

A deep learning framework that implements Early Exit strategies in Convolutional Neural Networks (CNNs) using Deep Q-Learning (DQN). This project enhances computational efficiency by dynamically determining the optimal exit point in a neural network for image classification tasks on CIFAR-10.

Language: Jupyter Notebook - Size: 179 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

SeoBuAs/CIFAR_10_federated-learning

Implementing federated learning on IoT devices using the CIFAR-10 dataset / CIFAR-10 데이터셋을 활용하여 IoT기기에서의 연합학습을 구현

Language: Python - Size: 422 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Pavansomisetty21/Fine-Tuning-MLP-Model-with-LoRA-and-DoRA

In this we fine-tune MLP with LoRA and DoRA on CIFAR-10 Dataset

Language: Jupyter Notebook - Size: 93.8 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

EN10/CIFAR

CIFAR 10 image dataset

Language: Python - Size: 28.3 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 50 - Forks: 13

mafda/generative_adversarial_networks_101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

Language: Jupyter Notebook - Size: 16.1 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 209 - Forks: 79

unvercan/cifar10-image-classification-theano

Image Classification on CIFAR-10 using Theano

Language: Python - Size: 9.77 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 1

unshun0120/Apply-FederatedLearning-into-SemanticCommunication

Using Federated Learning to train the model in Semantic Communication in pytorch

Language: Python - Size: 145 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Relostar-Devil/Recognition-of-Objects-using-Neural-Networks

Ever wondered how machines learn to “see”? This project builds a convolutional neural network using TensorFlow and Keras to classify CIFAR-10 images—transforming raw pixels into predictions for airplanes, cars, birds, and more. How does it extract hidden features to distinguish these objects? Discover the magic of deep learning in action.

Language: Jupyter Notebook - Size: 115 KB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

deep-diver/CIFAR10-img-classification-tensorflow

image classification with CIFAR10 dataset w/ Tensorflow

Language: Jupyter Notebook - Size: 959 KB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 138 - Forks: 115

iobruno/fastapi-tfserve

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

Language: Python - Size: 12.2 MB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

LamSut/Fundamental-Topics

Research on adversarial machine learning

Language: Python - Size: 20.5 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

kharvd/cifar-10.1-pytorch

CIFAR-10.1 [Recht et al., 2018] pytorch Dataset wrapper

Language: Python - Size: 1.95 KB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 10 - Forks: 1

epishchik/TrainableActivation

Implementation for the article "Trainable Activations for Image Classification"

Language: Python - Size: 1.54 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 2

Nirikshan95/Image-Classification--CIFAR-10-

Convolutional Neural Network (CNN) for classifying images from the CIFAR-10 dataset.

Language: Jupyter Notebook - Size: 1.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

matthias-wright/cifar10-resnet

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

Language: Python - Size: 25.3 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 5

MohanKrishnaGR/cpu-vs-gpu-ResNet50-training-cifar10

This repository contains a Python script to compare the training performance of a ResNet50-like model on the CIFAR-10 dataset using CPU and GPU. The project evaluates and visualizes the training time differences between the two devices, providing insights into the computational advantages of using GPUs for deep learning tasks.

Language: Jupyter Notebook - Size: 24.4 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

KhushiRajurkar/Vision-Transformer-Image-Classification

A Vision Transformer (ViT) implementation for image classification using CIFAR-10 dataset, leveraging HuggingFace's Trainer API for computational efficiency

Language: Jupyter Notebook - Size: 33.2 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

mmahdin/CI_CNNProject_Fall2024

image classification on CIFAR-10 with ResNet, medical image analysis on breast histopathology images using CNNs, and image captioning on Flickr8k, Flickr30k, and MSCOCO datasets with advanced architectures like LSTM and attention mechanisms.

Language: Jupyter Notebook - Size: 333 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

V2AI/SelfSup

Collections of self-supervised methods, based on cvpods.

Language: Python - Size: 141 KB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 58 - Forks: 8

SankethSingh/Image_Classifier-CIFAR-10

This repository contains details about a Machine Learning model for CIFAR-10 object classification.

Language: Python - Size: 1000 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Mehrab-Kalantari/Autoencoder-Image-Retrieval

Image retrieval using a simple autoencoder on CIFAR-10 dataset

Language: Jupyter Notebook - Size: 191 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Hadj-messaoud-Mohamed-tahar/CIFAR10-Image-Classification

Classification d'images du dataset CIFAR-10 en utilisant CNN avec TensorFlow

Language: Jupyter Notebook - Size: 578 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

mpatacchiola/tensorbag

Collection of tensorflow notebooks tutorials for implementing some basic Deep Learning architectures.

Language: Jupyter Notebook - Size: 30 MB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 27 - Forks: 13

denpalrius/bft-federated-learning

Federated Learning with Byzantine Fault Tolerance

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

HeatherDriver/CIFAR-10

Submission for Intro to Machine Learning with Pytorch Deep Learning Project

Language: Jupyter Notebook - Size: 537 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Fanziyang-v/pytorch-classification

PyTorch implementations of image classification networks

Language: Python - Size: 2.99 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

alvinwan/shiftresnet-cifar

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

Language: Python - Size: 104 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 139 - Forks: 28

ndrplz/CIFAR-10

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

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

kreasof-ai/deep-compression-autoencoder

DC-AE (Deep Compression Autoencoder)

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

tedchsk/image_nn

A deeper look into dense shortcut nets.

Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

PeterHUistyping/Stanford_CS231n-Deep_Learning-for-Computer_Vision

Image Classifier with kNN, SVM, MLP, CNN; Caption with RNN, Transformer; GAN on MNIST; Self-Supervised on unlabel data.

Language: Jupyter Notebook - Size: 641 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

Ksuryateja/DCGAN-CIFAR10-pytorch

A DCGAN built on the CIFAR10 dataset using pytorch

Language: Python - Size: 572 MB - Last synced at: 6 months ago - Pushed at: almost 6 years ago - Stars: 27 - Forks: 8

mccorby/PhotoLabellerServer

Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller

Language: Kotlin - Size: 80.1 KB - Last synced at: 17 days ago - Pushed at: over 6 years ago - Stars: 50 - Forks: 13

modestyachts/CIFAR-10.1

Release of CIFAR-10.1, a new test set for CIFAR-10.

Language: Jupyter Notebook - Size: 12.2 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 221 - Forks: 19

tlatkowski/gans-2.0

Generative Adversarial Networks in TensorFlow 2.0

Language: Python - Size: 76.7 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 78 - Forks: 14

DevSumanP/ImageClassifier101

🪟 A beginner-friendly project for image classification using Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN) with the CIFAR-10 dataset. Perfect for introducing neural networks and computer vision concepts.

Language: Jupyter Notebook - Size: 48.8 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

simoninithomas/cifar-10-classifier-pytorch

A simple cifar-10 classifier with PyTorch

Language: Jupyter Notebook - Size: 2.47 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 7

frechele/SENet-PyTorch

Squeeze and Excitation network implementation.

Language: Python - Size: 10.7 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 18 - Forks: 4

parham1998/CNNs-PyTorch

Implementation of some popular CNNs (VGG-Net, Res-Net, Mobile-Net) for image classification on CIFAR-10 dataset with PyTorch library

Language: Python - Size: 29.3 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 3

nick8592/ViT-Classification-CIFAR10

This repository contains an implementation of the Vision Transformer (ViT) from scratch using PyTorch. The model is applied to the CIFAR-10 dataset for image classification. Vision Transformers divide an image into smaller patches and process them with transformer layers to extract features, leading to state-of-the-art performance on various vision

Language: Python - Size: 177 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

SreeEswaran/Image-classification-using-CNN

This project demonstrates image classification using a Convolutional Neural Network (CNN) on the CIFAR-10 dataset. The model is trained to classify images into one of 10 classes.

Language: Jupyter Notebook - Size: 15.6 KB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

peteryuX/pcdarts-tf2

PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.

Language: Python - Size: 270 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 27 - Forks: 8

liznerski/eoe

Repository for the Exposing Outlier Exposure paper

Language: Python - Size: 5.51 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 10 - Forks: 3

Dents6679/cifar10_nn_experiments

A series of experiments on the CIFAR10 Dataset using Convolutional Neural Networks.

Language: Jupyter Notebook - Size: 43.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

MuhammadTayyebHamid/Cifar-10

Implemented Cifar-10 without using any pre-trained model with an accuracy of 75%.

Language: Jupyter Notebook - Size: 108 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Remainof/FedAvg_CIFAR-10

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

Language: Python - Size: 12.7 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

deep-diver/CIFAR10-VGG19-Tensorflow

Language: Jupyter Notebook - Size: 646 KB - Last synced at: 22 days ago - Pushed at: almost 7 years ago - Stars: 30 - Forks: 24

Daniil-Osokin/fully-learnable-group-convolution.pytorch

Implementation of "Fully Learnable Group Convolution for Acceleration of Deep Neural Networks", CVPR'19

Language: Python - Size: 383 KB - Last synced at: 15 days ago - Pushed at: about 5 years ago - Stars: 33 - Forks: 10

dembasowfr/mlp-cnn-comparison-cifar10

In this project, implementation of MLP and CNN image prediction on Cifar-10 images dataset will be done also the comparison of both networks will be processed.

Language: Jupyter Notebook - Size: 31.5 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

AHMEDSANA/Stable-Diffusion

In this project we will train stable diffusion model on CIFAR10 dataset and then try to generate images form ten different classes.

Language: Jupyter Notebook - Size: 971 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

yuejiangw/CIFAR_10-with-pytorch

Image classification on CIFAR-10 dataset using PyTorch.

Language: Python - Size: 148 KB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 2

tommasobattisti/Image-inpainting-over-CIFAR-10

The project presents a Deep Learning model with an autoencoder-like architecture making use of convolutional layers in both the encoder and the decoder to perform image inpainting over the CIFAR-10 database images reaching a mean mean-squared error value of 0.007867775.

Language: Jupyter Notebook - Size: 430 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Mariyaben/Comparison_of_different_CNN_Architectures

Comparative Analysis of CNN Architectures: LeNet, VGG, ResNet, and DenseNet on MNIST, Fashion MNIST, CIFAR-10, and CIFAR-100 Datasets.

Language: Jupyter Notebook - Size: 351 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

abhinavg8/CIFAR-10

Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: 11 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

rohanchopra/cifar10

Predict CIFAR-10 labels with 88% accuracy using keras.

Language: Jupyter Notebook - Size: 194 MB - Last synced at: 29 days ago - Pushed at: almost 8 years ago - Stars: 34 - Forks: 51

sousquared/blur-training

CNN training strategy with blurred images

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

GuanhuaWang/sensAI

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

Language: Python - Size: 1.27 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 64 - Forks: 8

soapisnotfat/pytorch-cifar10

pytorch and cifar10

Language: Python - Size: 26.4 KB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 201 - Forks: 74

wgcban/mix-bt

Official PyTorch Implementation of Guarding Barlow Twins Against Overfitting with Mixed Samples

Language: Python - Size: 8.67 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1

jpsmalls/Cifar10-transfer-learning

This project demonstrates image classification on the CIFAR-10 dataset using transfer learning with the pre-trained VGG16 model. The implementation is done in Google Colab and includes data preprocessing, model adaptation, training, evaluation, and result visualization using TensorFlow and Keras.

Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

IhabBendidi/img_classification_benchmark

A performance benchmark of recent image classification models in deep learning

Language: Jupyter Notebook - Size: 24.1 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 1

darleybarreto/vae-pytorch

Some basic implementations of Variational Autoencoders in pytorch

Language: Jupyter Notebook - Size: 2.44 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 3

wikiabhi/Cifar-10

Image Classification with Cifar-10 dataset

Language: Jupyter Notebook - Size: 159 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 13 - Forks: 15

COMP6248-Reproducability-Challenge/LookaheadOptimizer

Reproduction of CIFAR-10/CIFAR-100 and Penn Treebank experiments to test claims in "LookaheadOptimizer: k steps forward, 1 step back" https://arxiv.org/abs/1907.08610

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

guglielmocamporese/break_cifar10

Code for the Top-1 submission of contest of VCS AY 2020-2021, the Vision and Cognitive Service class, University of Padova, Italy.

Language: Python - Size: 2.22 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

shadowbourne/pegasus-lightweight-gan

3rd Year: 1st - 104/100. Generative Modelling: Applying GANs to generate out-of-sample inter-class images - "The Mythical Pegasus: A Mysterious Journey".

Language: Python - Size: 5.07 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

duoan/dl-image-classification

udacity dlnd image classification for CIFAR-10

Language: HTML - Size: 142 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

liuzhuang1024/cifar10_flyai

cifar10使用resnet进行图片分类

Language: Python - Size: 378 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0