GitHub topics: pytorch-cnn

Repositories

leaxsd/Deep-Learning-Super-Resolution-Image-Reconstruction-DSIR

Deep-Learning convolutional auto-encoders applied to super-resolution microscopy data to localization image reconstruction.

Language: Python - Size: 6.78 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 17 - Forks: 2

gtamba/pytorch-slim-cnn

A pytorch implementation of SlimCNN for Facial Attribute Classification : https://arxiv.org/abs/1907.02157

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ssoad/PyTorch-ImageSegementation

Human Segmentation using PyTorch

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swapnil233/trash-classification

Classifying images of trash (glass, metal, paper, plastic) using neural networks. Term project of 'APS360 - Applied Fundamentals of Deep Learning' taken at the University of Toronto. Team members: Matthew Vernooy, Danny Kung, Tiffany Costas.

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kunalG98/Self-Driving-Car

Self Diving Car Game using Pytorch and Kivy framework in Python

Language: Python - Size: 13.7 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 0

mohitpg/SimpleTextExtractor

Text extraction using pytorch

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antonio1151/Simple-CNN-image-classification-using-pytorch

This is a simple CNN for image classification using pytorch

Language: Python - Size: 220 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

LaurentVeyssier/Keypoints-face-detection

detection of 68 keypoints on face images using Deep CNN

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LaurentVeyssier/Simple-CNN-classifier-for-FashionMNIST-in-Pytorch

simple CNN achieving 90% accuracy on FashionMNIST dataset

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AardJan/kaggle_digit_recognizer

Simple solution for kaggle competition

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devpranoy/Dental-Biometrics

Person Identification based on dental records using Deep Neural Networks. My Btech final year project.

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Sasseron/Image_Classification

Projects for image classification

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sdivyanshu90/MindfulML

Welcome to MindfulML, where innovation meets insight in the realm of machine learning. Join us as we explore the wonders of artificial intelligence and unleash the potential of data science. Together, let's journey into the future of technology, one algorithm at a time.

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cedrickchee/pytorch-android 📦

[EXPERIMENTAL] Demo of using PyTorch 1.0 inside an Android app. Test with your own deep neural network such as ResNet18/SqueezeNet/MobileNet v2 and a phone camera.

Language: C++ - Size: 142 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 103 - Forks: 18

hphuongdhsp/Cars_Dataset_by_EfficientNet

Language: Python - Size: 49.8 KB - Last synced at: 4 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

SpyrosAlvanakis/DNN_Ham10000

HAM10000 image dataset classification using Pytorch and Scikit Learn

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Anindyadeep/AbstractTorch 📦

Creating and trainng PyTorch model as intuitive, simple and in minutes.

Language: Python - Size: 22.2 MB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

justusschock/deep_alignment_network_pytorch

PyTorch Implementation of the Deep Alignment Network

Language: Python - Size: 5.79 MB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 38 - Forks: 8

namansnghl/Human-Protein-Classification

Zero-to-Gans Competition 2020

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ph4s3r/cupid

Classifying Underlying Placental Issues in Premature Infants with Deep Learning

Language: Python - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

rud-ninja/NonLocalNN-Image-Classification

Classification of images based on facial features using ResNet18 as base framework integrated with Non-local neural networks

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joydeb28/Pytorch-Tutorial

PyTorch Tutorial

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J4NN0/deep-learning-cnn

NN and CNN implementation from scratch in PyTorch with data loading, training, and evaluation phase on CIFAR 100 image dataset

Language: Python - Size: 300 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 3

powerplayer9/Semantic-Segmentaion-Using-CNNs

Analyzing the performance of different types of convolutional filters for image segmentation purposes.

Language: Python - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

machinelearningzuu/pytorch-notebooks

In this repository I'm implementing PyTorch based Deep Neural Networks from basic ANN to Advanced Graph Neural Networks. Please suggest if you have any ideas

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Adeolujoseph/Pneumonia-Classification-Using-Transfer-Learning-ResNet18-and-ResNet50-

Creating a Model that can diagnose pneumonia with an xray image

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tahira2k16/Pytorch-Projects-

Pytorch Project and Resources

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lenoqt/PyTorch

PyTorch Practice Notebooks

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MatteoM95/Real-time-Domain-Adaptation-in-Semantic-Segmentation

A class-based styling approach for Real-Time Domain Adaptation in Semantic Segmentation applied within the realm of autonomous driving solutions. Final project from MLDL course 2020/2021

Language: Python - Size: 5.52 GB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

Saoussen-CH/Image-classification-Facebook-PyTorch-Challenge

Image Classification of 102 flower species using ResNet200 pretained model in PyTorch

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Rohit--Sharma/cs838-assignments

CS838 Group Assignments

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OmarKhalil10/DogBreedSpotter

DogBreedSpotter is a Python-based image classification project designed to identify and classify dog breeds in images. This project utilizes deep learning models, including convolutional neural networks (CNNs) such as VGG, AlexNet, and ResNet, to accurately detect whether an image contains a dog and, if so, determine the breed.

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eljandoubi/Face-Generation

Generate new faces using Generative Adversarial Networks (GANs).

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buomsoo-kim/PyTorch-learners-tutorial

PyTorch tutorial for learners

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Abood-devo/simple-image-classifier

Beginner-friendly image classifier built with PyTorch and CIFAR-10.

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josedolz/IVD-Net

Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.

Language: Python - Size: 1.37 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 50 - Forks: 14

gfc-fiscomp/xcovid

A transfer learning based COVID-19 lung x-ray classifier made into a WebApp!

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Niranjankumar-c/Game_DL_ShipDetection

AnalyticsVidhya- Game of Deep Learning Hackathon: Computer Vision Ship Detection

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XiangqianMa/AI-Competition-HuaWei

Code of HuaWeiCloud AI competition: classification.

Language: Python - Size: 2.05 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 3

Linlin-Li-1/CNN-for-classification

I used PyTorch to train a CNN model to classify images of three insects (beetles, cockroaches, and dragonflies).

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yzhang559/vgg-face

load vgg-face pre-trained caffe model using pytorch

Language: Python - Size: 76.2 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 18 - Forks: 4

walsvid/CoordConv

Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

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josedolz/HyperDenseNet_pytorch

Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation

Language: Python - Size: 396 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 74 - Forks: 12

Hintful/simple-bear-identifier

Identifies an image of a bear, between Grizzly Bear, Black Bear, and Teddy Bear.

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Hintful/chocolate-classifier

Simple chocolate classifier that is able to classify given image of a chocolate between 12 different available categories

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ttchirima/Ud-AWS-ML-Nd-Project3

Build a landmark image classifier that would be deployed as an app for social media using CNNs

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ryanwng12/img-colorization

This repository will contain the codes and information from my Image Colorization project.

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wvinzh/WS_DAN_PyTorch

PyTorch Implementation Of WS-DAN(See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification)

Language: Python - Size: 291 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 159 - Forks: 35

jasonlim131/PyTorch_hippocampus_fast_learning

Attempt to Model Rhesus Macaques' Hippocampal Pathway using PyTorch

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Niranjankumar-c/DeepLearning-PadhAI

All the code files related to the deep learning course from PadhAI

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Surya-Prakash-Reddy/Image-Style-Transfer-Pytorch

Combine two images and produce new image with style of first image and content of second image

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Surya-Prakash-Reddy/Classifying-Cats-and-Dogs

Classifies whether an image is of a dog or cat using pre-trained models

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FandosA/Image_Classification_PyTorch

Simple convolutional neural network to classify images with PyTorch.

Language: Python - Size: 581 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

andreiliphd/deploying-neural-network-flask

Example of deployment of neural network using Flask.

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WindowsKonon1337/NeuralOpenVpnConnector

Terminal only freeopenvpn connection script

Language: Python - Size: 7.22 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

iamthephd/fashion-mnist-tensorboard

Creating a tensorboard for Fashion-MNIST dataset using PyTorch

Language: Python - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

zotroneneis/pytorch_deep_learning_models

PyTorch implementations of deep learning models

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MG2033/MobileNet-V2

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

Language: Python - Size: 201 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 208 - Forks: 42

Shreejan-git/pytorch-complete-course

Pytorch fundamental to advance notes with codes

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rafi-fauzan/Pleural_Effusion_Classifier_Model_PyTorch

Pleural Effusion Classifier Model PyTorch

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rafi-fauzan/Brain_Tumor_Classifier_Model_PyTorch

Brain Tumor Classifier Model PyTorch

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ayan-cs/banglalekha-numerals-classification

Handwritten Bangla Numeric Digits Classification using ResNet-34. The work uses a subset of the BanglaLekha-Isolated dataset. For details, read the README file.

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PeppeSaccardi/cnn-with-pytorch

Simple Convolutional-Neural-Network for a multiclass classification problem using PyTorch... work in progress!

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akhill10/Chest-XRay-Vision

Chest Xray image Classification using Deep learning using Pytorch ~

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kumar-shridhar/Very-Deep-Learning-CNN

Everything you need to know about CNN in PyTorch

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SalehAhmedShafin/Multimodal-Disaster-Event-Identification-from-Social-Media-Posts

We have proposed a multimodal approach. Where we first took the best unimodal for textual and visual data classification by testing and automation process. Then we fusion of the two models which can successfully classify the materials that have been damaged using the image and text data. EfficientNetB3+BERT multimodal better accuracy with 94.18%

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kanedaaaa/Pytorch-CIFAR10

Image classification models on CIFAR10 dataset using pytorch

Language: Python - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 2

KwokHing/Udacity-Project-Dog-Classification

This project from the Udacity Deep Learning Nanodegree Programme deploys the use of Convolutional Neural Networks (CNN) in PyTorch to classify dog breeds.

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AboNady/FMNIST_CNN

This project is a convolutional neural network (CNN) built using PyTorch that classifies images from the Fashion-MNIST dataset. The network consists of several layers including convolutional layers, pooling layers, and fully connected layers. The model achieved an accuracy of 92.1%

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Chirag-Sai-Panuganti/Age-and-Gender-Detection-Cross-Entropy-vs-Ordinal-vs-CORAL

This repository provides a detailed comparison between traditional Cross Entropy loss function vs Ordinal for Age vs Consistent Ranked Logits(CORAL) approach for Age.

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sagarverma/EgoActionRecognition

Action recognition in first person (egocentric) videos.

Language: Python - Size: 121 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 3

TanguiS/deepfakes-detection-icpr

A deepfake detection / classificatrion using CNNs models with PyTorch lib based on the ICPR2020 project.

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erdemkkok/PyTorch

Pytorch Learning

Language: Python - Size: 59.8 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ayan-cs/rice-classification-pytorch

Rice Species Classification using ResNet-18 and a Custom defined CNN, both using PyTorch. If you are getting started with PyTorch, then you may consider cloning this repo and start learning :)

Language: Jupyter Notebook - Size: 40.1 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

ommmishra/Alexnet

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gireeshkbogu/WBMR-Image-Classification-PyTorch

Whole-body magnetic resonance image classification using deep learning models in PyTorch

Language: Python - Size: 1.6 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

simone-rizzo/MINST-NN-and-CNN-models

Creating models for MINST database: NN and CNN

Language: Python - Size: 23.7 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

safi842/Genetic-CNN

Genetic Algorithm for Transfer Learning in a deep CNN

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aditya30394/Person-Re-Identification

Person re-identification, a tool used in intelligent video surveillance, is the task of correctly identifying individuals across multiple images captured under varied scenarios from multiple cameras. Solving this problem is inherently a challenging one because of the issues posed to it by low resolution images, illumination changes per image, unconstrained pose and occlusions.

Language: Python - Size: 50.6 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 7

jahnvisikligar/P-ID-OCR-and-Symbol-detection

The project is an attempt towards implement image processing technique of image classification using Deep Learning method with PyTorch

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vidit1999/torch-transfer

Transfer Learning with PyTorch. Using ResNet18 Pretrained Model to Classify CIFAR100 Images.

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AB00k/4--ANN-cat_dog_classifier-in-pytorch

This repository is best fit to get started with pytorch. It contains notebooks with implementation of cat and dog classifiers in simple using ANN (CNN). Purpose is to get the basic understanding of pytorch with training and validation and dataset class implementations don't mind the accuracy.

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MariaSimon-AI/Facial-keypoint-Detection-using-Pytorch

Project to find the facial keypoints on an image with a CNN using Pytorch.

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pvjosue/LFMNet

Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.

Language: Python - Size: 8.32 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 50 - Forks: 10

shashankag14/Your-Data-Stays-With-You

A PyTorch implementation of Federated Learning from scratch based on the paper "Communication-Efficient Learning of Deep Networks from Decentralized Data"

Language: Python - Size: 21.8 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

Seanmlevine/Playing-Style-Guitar-Effects-System

Automatic guitar effects system using Pytorch Convolutional Neural Networks and Max MSP for Guitar Effects Handling

Language: Jupyter Notebook - Size: 103 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

kshitijzutshi/INFO6105-CNN-Assignment

My extensive work on Multiclass Image classification based on Intel image classification dataset from Kaggle and Implemented using Pytorch 🔦

Language: Jupyter Notebook - Size: 352 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

shreyventure/vehicle_automation

This project makes use of deep learning and image processing technologies to build a model which predicts what the steering angle of a car should be on the basis of the images of roads provided as inputs. This project does a deep dive on Udacity's self driving car simulator and in future might compose Microsoft's AirSim simulator.

Language: Jupyter Notebook - Size: 120 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0