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GitHub topics: convolutional-neural-networks

huawei-noah/Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Language: Python - Size: 98.4 MB - Last synced at: 17 days ago - Pushed at: 9 months ago - Stars: 4,329 - Forks: 733

julian-8897/Conv-VAE-PyTorch

Variational Autoencoder (VAE) in PyTorch

Language: Jupyter Notebook - Size: 3.41 MB - Last synced at: 18 days ago - Pushed at: 19 days ago - Stars: 20 - Forks: 1

huggingface/computer-vision-course

This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord

Language: Jupyter Notebook - Size: 226 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 739 - Forks: 227

SupratikB23/Arabic-Dates-Classification

A deep learning project built with PyTorch that classifies different varieties of Arabic dates using a fine-tuned ResNet50 architecture.

Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 1 - Forks: 0

nasa/ExoMiner

Automating the vetting and validation of planet candidates from photometry survey missions - Kepler and TESS - using deep learning methods

Language: Python - Size: 77.1 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 20 - Forks: 11

FirstArchont/Analysis-of-convolutional-network-metrics

Анализ показателей свёрточных сетей на датасетах MNIST и CIFAR-10

Language: Jupyter Notebook - Size: 3.38 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

Saiful185/FedNet-Federated-Implementation-of-CNN-for-Facial-Expression-Recognition

FedNet: Federated Implementation of CNN for Facial Expression Recognition

Language: Jupyter Notebook - Size: 6.39 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

Saiful185/AMR-EnsembleNet

Fusing Sequence Motifs and Pan-Genomic Features: Antimicrobial Resistance Prediction using an Explainable Lightweight 1D CNN - XGBoost Ensemble

Language: Jupyter Notebook - Size: 3.4 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 1 - Forks: 0

Saiful185/AudioFuse

AudioFuse: Unified Spectral-Temporal Learning via a Hybrid ViT-1D CNN Architecture for Biomedical Audio Classification

Language: Jupyter Notebook - Size: 10 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

Saiful185/S3F-Net

S³F-Net: A Multi-Modal Approach to Medical Image Classification via Spatial-Spectral Summarizer Fusion Network

Language: Jupyter Notebook - Size: 6.11 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 1

Saiful185/DUA-D2C

DUA-D2C: Dynamic Uncertainty Aware Method for Overfitting Remediation in Deep Learning

Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

Adillwma/DeepClean3D

3D Neural Denoising for Track Reconstruction and Pattern ID @ LHCb TORCH Detector

Language: Jupyter Notebook - Size: 736 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 2 - Forks: 0

ejaj/pytorch-deep

Deep Learning with PyTorch

Language: Jupyter Notebook - Size: 11 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

mkang315/CST-YOLO

[ICIP'24 Lecture Presentation] Official implementation of "CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer".

Language: Python - Size: 1.68 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 72 - Forks: 19

nabilshadman/introduction-to-deep-learning

Lecture slides and exercise files of the Introduction to Deep Learning course

Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

gnina/gnina

A deep learning framework for molecular docking

Language: C++ - Size: 240 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 790 - Forks: 172

wichtounet/dll

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

Language: C++ - Size: 17.1 MB - Last synced at: 12 days ago - Pushed at: 6 months ago - Stars: 687 - Forks: 164

jdermody/brightwire

Bright Wire is an open source machine learning library for .NET with GPU support (via CUDA)

Language: C# - Size: 47.9 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 127 - Forks: 19

mmasenheimer/neural-networks-for-LHC

This repository serves as a medium for universal sourcing to a compiled (using vitis ai) resnet50 neural network. I'll be adding more stuff for testing as the summer goes on.

Language: C++ - Size: 37.8 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 2 - Forks: 0

DarshanDeshpande/jax-models

Unofficial JAX implementations of deep learning research papers

Language: Python - Size: 201 KB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 159 - Forks: 10

Agora-Lab-AI/Atom

a suite of finetuned LLMs for atomically precise function calling 🧪

Language: Python - Size: 2.36 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 1

Pvpres/SkinSight

🧖🏼‍♂️ SkinSight – AI that sees your skin like a pro. Automatically detects and preprocesses common facial skin conditions from thousands of images. Built with OpenCV, dlib, and Kaggle datasets, it crops, normalizes, and resizes faces into clean, labeled data ready for machine learning—perfect for building smart skin care regimens

Language: TypeScript - Size: 205 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 1 - Forks: 0

Graylab/DL4Proteins-notebooks

Colab Notebooks covering deep learning tools for biomolecular structure prediction and design

Language: Jupyter Notebook - Size: 26 MB - Last synced at: 23 days ago - Pushed at: 2 months ago - Stars: 446 - Forks: 70

ruancomelli/boiling-learning

Deep learning models for phase-change quantification and classification

Language: Python - Size: 16.8 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 8 - Forks: 4

danial-hosseinpour/Deep-Learning-Projects

This repository contains a collection of deep learning projects implemented from scratch and using Keras/TensorFlow. The focus is on learning and experimenting with different neural network architectures for both foundational understanding and practical application.

Language: Jupyter Notebook - Size: 2.64 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

msmrexe/tf-atari-dqn-breakout

A TensorFlow and Gymnasium implementation of the Deep Q-Learning (DQN) algorithm, trained to play Atari Breakout directly from pixel inputs. Based on the Mnih et al. (2013) paper.

Language: Python - Size: 35.2 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0

profjsb/deepCR

Deep Learning Based Cosmic Ray Removal for Astronomical Images

Language: Python - Size: 22.5 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 47 - Forks: 14

msmrexe/pytorch-simsiam-contrastive-ssl

An exploration of self-supervised and contrastive learning techniques (SimSiam) on CIFAR-10 dataset, comparing them against a supervised baseline in a low-data regime.

Language: Python - Size: 48.8 KB - Last synced at: 15 days ago - Pushed at: 26 days ago - Stars: 1 - Forks: 0

PXDHU/SCRIBBLR

A Javascript Deep Learning Project on making an online game that challenges players to draw and AI predicts what it is.

Language: JavaScript - Size: 2.4 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 1

vanlalruata/LWIDS-DCNN

Journal Article: Computers and Electrical Engineering

Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 3 - Forks: 0

msmrexe/pytorch-beta-vae-fashion-mnist

A PyTorch implementation of a β-Variational Autoencoder (β-VAE) for disentangled representation learning and image generation on the Fashion-MNIST dataset. This repository showcases how β-VAE can achieve disentanglement in its latent space, a crucial concept for interpretability in generative models.

Language: Python - Size: 27.3 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0

shubhamboral/gastric-cancer-tissue-image-classification

Gastric Cancer Diagnosis from Histopathology: A CNN Approach

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: 27 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

sayalihirkar/Coral-Reef-Health-AI

🦺 Monitor coral reef health using AI-driven image classification to identify healthy, bleached, and dead corals with instant predictions.

Language: Python - Size: 60.6 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

carlthecoder123123/Realtime-emotion-detector

A deep learning-based system that detects facial expressions from webcam input and classifies them into seven emotions — Angry, Disgust, Fear, Happy, Neutral, Sad, and Surprise — using a CNN model and OpenCV for real-time face detection.

Language: Jupyter Notebook - Size: 63.5 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 5 - Forks: 0

rutvikbarbhai/Pedigree-Chart-Inheritance-Predictor-2025

TensorFlow-Powered Machine Learning Model for Classifying Pedigree Charts into Autosomal Dominant, Autosomal Recessive, X-Linked Dominant, X-Linked Recessive Y-Linked Dominant, & Y-Linked Recessive Inheritance Pattern.

Language: Jupyter Notebook - Size: 41.6 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 1

lumina37/rotate-captcha-crack

基于CNN的旋转验证码解决方案✨Predict the rotation angle of given captcha picture through CNN

Language: Python - Size: 96.4 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 428 - Forks: 111

victorca25/traiNNer

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

Language: Python - Size: 42.1 MB - Last synced at: 20 days ago - Pushed at: almost 3 years ago - Stars: 303 - Forks: 39

sozelfist/handson-ml3 Fork of ageron/handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Language: Jupyter Notebook - Size: 42.8 MB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

NifTK/NiftyNet 📦

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Language: Python - Size: 11 MB - Last synced at: 30 days ago - Pushed at: over 5 years ago - Stars: 1,379 - Forks: 402

arrsh-kh/torture

CNN that converts Monochrome to RGB (WIP)

Language: C - Size: 44.9 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

AngeloGalav/grocery-image-classification

Classification of grocery store products using different deep learning techniques and model architectures. Second part in a two part assignment collection.

Language: Jupyter Notebook - Size: 1.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ujjwal-hirwani/Brain-Tumor-Detection-using-CNN

BrainSight is an AI-powered web application designed to detect brain tumors from MRI scans using a Convolutional Neural Network (CNN). Built with Python, Flask, and TensorFlow/Keras, the tool demonstrates the potential of AI in healthcare, aiming to assist in early diagnosis and awareness.

Language: Jupyter Notebook - Size: 581 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

johbry17/Red-Light-Green-Light

A deep learning project for classifying traffic signs using convolutional neural networks and the GTSRB dataset.

Language: Jupyter Notebook - Size: 241 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

MateiGoidan/CellSeg

Bachelor's Thesies, deep learning models for cell segmentation in microscopic images.

Language: Jupyter Notebook - Size: 4.33 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

fengwang/ceras

Ceras is yet another tiny deep learning engine, in pure c++ and header only.

Language: C++ - Size: 76.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 126 - Forks: 11

gurukasi-2006/ExoCNN

An AI-powered Hybrid Model for exoplanet detection and analysis

Language: Python - Size: 50.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

nombreinvicto/DeepLearning

Deep Learning projects with implementations in image processing, object detection, generative adversarial networks and natural language processing..

Language: Jupyter Notebook - Size: 2.62 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1

Accumulated/Accelerating-CNN-on-GPU-using-CUDA-C

This repository is for implementing and accelerating CNN on GPU using NVIDIA CUDA C. The current code has 8 msec execution time for inference. The CNN used is called Efficient Net.

Language: Jupyter Notebook - Size: 39.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 2

apekshyasharma/MRI-BrainTumor-Detection

This repository contains an end-to-end workflow for multi-class brain MRI tumor classification implemented in MRIBrainTumorDetection.ipynb. It uses TensorFlow/Keras to build a baseline CNN and a VGG16-based transfer learning model to classify scans into four classes (glioma, meningioma, pituitary, no tumor).

Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Rishit-dagli/Astroformer

This repository contains the official implementation of Astroformer, an ICLR Workshop 2023 paper.

Language: Python - Size: 2.34 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 29 - Forks: 3

yc-cui/UniPAN

[ICCV 2025] Enpowering Your Pansharpening Models with Generalizability: Unified Distribution is All You Need

Language: Python - Size: 1.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

sovit-123/American-Sign-Language-Detection-using-Deep-Learning

This project aims to detect American Sign Language using PyTorch and deep learning. The neural network can also detect the sign language letters in real-time from a webcam video feed.

Language: Python - Size: 44.5 MB - Last synced at: 30 days ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 3

tamdaominh0218/Breast-cancer-classification-using-Deep-Learning

This project, I worked within the field of Medical Imaging Diagnosis, tackling the classification of one of the major groups of cancer - breast cancer. Specifically, I applied Deep Learning technique in classifying benign and malignant invasive ductal carcinoma from histopathological images.

Language: Jupyter Notebook - Size: 2.28 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

yc-cui/PEMAE

[TGRS 2024] PEMAE: Pixel-Wise Ensembled Masked Autoencoder for Multispectral Pan-Sharpening

Language: Python - Size: 326 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 1

yc-cui/PreMix

[ISPRS 2025] Pansharpening via predictive filtering with element-wise feature mixing

Language: Python - Size: 281 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

nikolas-j/CNN-for-Satellite-Image-Classification

An API based machine learning pipeline for satellite image classification.

Language: Python - Size: 250 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

GianmariaRomano/Deep-Learning-Class-Codes

The repository contains codes for the course "Deep Learning" given by Professors Galasso and Marini for the "Applied Computer Science" course at Sapienza Università di Roma.

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

LasithaAmarasinghe/MA4144-Neural-Networks-and-Fuzzy-Logic

This repo includes codes, assignments related to MA4144 : Neural-Networks-and-Fuzzy-Logic module.

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

AnderCruz/Cataract-Classification-Project-CNN

A deep learning project for classifying cataract images as "mature" or "immature" using TensorFlow/Keras.

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

milesial/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Language: Python - Size: 46.3 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 10,710 - Forks: 2,671

abdoelsayed2016/HKR_Dataset

Handwritten Kazakh and Russian (HKR) database for text recognition

Size: 5.78 MB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 73 - Forks: 4

felixriese/CNN-SoilTextureClassification

1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data

Language: Python - Size: 32.2 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 16

Amama-Fatima/LeNet-CNN-implementation

A numpy implementation of the LeNet-CNN 1998 research paper trained on emnist dataset

Language: Python - Size: 22.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

az0422/classify-tf

Implementation of Image Classifier

Language: Jupyter Notebook - Size: 2.01 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

LomotaAna/NeviClassification

Mobile App for Skin Lesion Classification using MobileNet

Language: Java - Size: 10.2 MB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

AmirAynede/LC25000-Cancer-Classification

Language: Jupyter Notebook - Size: 58.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Time0o/colorful-colorization

A from-scratch PyTorch implementation of "Colorful Image Colorization" by Zhang et al.

Language: Python - Size: 24.8 MB - Last synced at: 24 days ago - Pushed at: over 4 years ago - Stars: 49 - Forks: 18

yc-cui/Deep-Learning-Spatiotemporal-Fusion-Survey

[Information Fusion 2026] A collection of deep learning models for remote sensing spatiotemporal fusion.

Language: Python - Size: 36.5 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 30 - Forks: 4

Tofull/image-classifier-service

Sorting my messed folder where I put my holidays pictures was not fun. My computer made the trick for me with Deep Learning!

Language: Python - Size: 182 MB - Last synced at: about 1 month ago - Pushed at: over 8 years ago - Stars: 36 - Forks: 3

plandes/deeplearn

General deep learning tools

Language: Python - Size: 5 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

keplr-io/quiver

Interactive convnet features visualization for Keras

Language: JavaScript - Size: 517 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 1,790 - Forks: 225

Venkat-023/HandSignTranslator-CNN

HandSign-Translator is a real-time American Sign Language (ASL) alphabet recognition system powered by a Convolutional Neural Network (CNN). It captures hand gestures through your webcam, identifies the corresponding ASL letter, and intelligently builds complete sentences based on confident predictions making silent communication , smart and easy.

Language: Jupyter Notebook - Size: 7.64 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

SayamAlt/Pistol-Object-Detection-using-Faster-R-CNN

Successfully established a robust Pistol Object Detection system using Faster R-CNN with ResNet50 RPN, capable of accurately identifying and localizing firearms in images. Integrated the model into both a Streamlit web app for interactive visualization and a Telegram bot for real-time pistol detection and alerting.

Language: Jupyter Notebook - Size: 20.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

nguyend77/kepler

Exoplanet Detection with Markov Transition Field

Language: Python - Size: 97.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

anto18671/dog-vs-cat

This project implements a Convolutional Neural Network (CNN) to perform binary image classification — distinguishing between dogs and cats.

Language: Jupyter Notebook - Size: 776 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

SalvatoreRa/tutorial

Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)

Language: Jupyter Notebook - Size: 219 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 195 - Forks: 30

SayamAlt/Animals-Classification-using-CNNs

Successfully developed a CNN-based image classification model to accurately identify and categorize various animal species.

Language: Jupyter Notebook - Size: 15.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

100472261/TFG

🔎 Enter this repository to discover more.

Language: Jupyter Notebook - Size: 77.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

RizwanMunawar/Cats-vs-dogs-classification-computer-vision-

Cats vs dogs classification using deep learning. Data augmentation and convolutional neural networks.

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 2

SuyashMore/MevonAI-Speech-Emotion-Recognition

Identify the emotion of multiple speakers in an Audio Segment

Language: C - Size: 63.6 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 177 - Forks: 47

wangluchen567/CANNDY

基于NumPy构建的人工神经网络框架<br> Chen's Artificial Neural Network constructeD with numpY

Language: Python - Size: 31.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

SuchetSanjeev/BrainTumorMRI-transferlearningANDconfidenceAnalysis-

Lightweight and explainable brain tumor detection from MRI using transfer learning and Grad-CAM, with confidence analysis for reliability.

Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

axondeepseg/axondeepseg

Axon/Myelin segmentation using Deep Learning

Language: Python - Size: 408 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 122 - Forks: 31

kamalesh003/Oil-Spill-Detection-Using-U-Nets

This project uses a U-Net deep learning model to detect oil spills from satellite images. With an encoder–decoder CNN and image preprocessing, it precisely segments spill regions. The system automates detection, reducing analysis time, enhancing accuracy, and aiding quick environmental response.

Language: Jupyter Notebook - Size: 8.37 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

dragunovdenis/DeepLearning

C++ framework for deep neural networks

Language: C++ - Size: 12.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

sggao/celllens

CellLENS: Cross-domain information fusion for enhanced cell population delineation in single-cell spatial-omics data

Language: Jupyter Notebook - Size: 229 MB - Last synced at: 30 days ago - Pushed at: 4 months ago - Stars: 31 - Forks: 7

fehimornek/DeepForSpeed

ConvNet learns to play Need For Speed

Language: Python - Size: 3.84 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 247 - Forks: 25

Machine-Learning-Tokyo/DL-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

Language: Jupyter Notebook - Size: 15 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 936 - Forks: 253

rrfsantos/Projeto-Redes-Neurais-OCT-Images

BI Master - Automated methods to detect and classify human diseases from medical images. Convolutional Neural Network, Data Augmentation, Transfer Learning, Tensorflow, Keras, Xception, ImageNet, StratifiedKFold.

Language: Jupyter Notebook - Size: 20.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

jrieke/cnn-interpretability

🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease

Language: Jupyter Notebook - Size: 61.5 MB - Last synced at: 15 days ago - Pushed at: over 6 years ago - Stars: 173 - Forks: 50

CaptainDario/DaKanji-Single-Kanji-Recognition

A machine learning model to recognize Japanese characters (Kanji, Katakana, Hiragana)

Language: Jupyter Notebook - Size: 204 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 45 - Forks: 5

thtrieu/darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

Language: Python - Size: 32.2 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 6,152 - Forks: 2,050

KianAnd19/NN-car-racing

A reinforcment learning approach to the car racing problem in openai gym.

Language: Python - Size: 164 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

varunagrawal/tiny-faces-pytorch

Finding Tiny Faces in PyTorch

Language: Python - Size: 180 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 166 - Forks: 46

UK183/Image-Inpainting-using-CNN

Deep learning project using Convolutional Neural Networks (CNNs) for Image Inpainting- to restore missing or damaged regions in images. Highlights skills in CNN model development, image restoration, and data-driven experimentation with TensorFlow/PyTorch.

Language: Jupyter Notebook - Size: 7.61 MB - Last synced at: 25 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

ArunMichaelDsouza/tensorflow-image-detection

A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception.

Language: Python - Size: 1.13 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 330 - Forks: 87

liuzhuang13/slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

Language: Lua - Size: 42 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 572 - Forks: 73

boniolp/dCAM

[SIGMOD 2022] Python code for "Dimension-wise Class Activation Map for Multivariate Time Series Classification"

Language: Jupyter Notebook - Size: 7.44 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 18 - Forks: 2

pedrajAtharva/Projects_with_tf

Machine learning projects performed using Tensorflow framework.

Language: Jupyter Notebook - Size: 1.73 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

hurkanugur/MNIST-Digit-Classifier

This project implements a CNN for handwritten digit classification on the MNIST dataset using PyTorch. It uses stacked convolutional layers with dropout, batch normalization, and max pooling to classify 28×28 grayscale digits (0–9) with Softmax output.

Language: Python - Size: 26.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Related Keywords
convolutional-neural-networks 9,931 deep-learning 5,211 machine-learning 2,671 tensorflow 2,256 python 1,940 keras 1,640 computer-vision 1,549 cnn 1,465 pytorch 1,334 neural-network 1,181 image-classification 1,081 deep-neural-networks 994 neural-networks 724 artificial-intelligence 575 recurrent-neural-networks 565 classification 547 image-processing 535 transfer-learning 520 python3 507 keras-tensorflow 433 opencv 381 jupyter-notebook 315 numpy 300 artificial-neural-networks 261 object-detection 257 mnist 254 data-science 239 cnn-classification 236 ai 232 cnn-keras 226 generative-adversarial-network 223 tensorflow2 216 deeplearning 214 natural-language-processing 204 image-recognition 197 lstm 190 medical-imaging 168 segmentation 168 flask 162 vgg16 161 resnet 157 self-driving-car 153 machine-learning-algorithms 149 autoencoder 147 image-segmentation 145 matplotlib 138 resnet-50 138 reinforcement-learning 133 convolutional-neural-network 131 semantic-segmentation 126 kaggle 125 gan 123 pandas 123 rnn 116 mnist-classification 115 nlp 111 face-recognition 109 lstm-neural-networks 109 data-augmentation 109 cifar10 106 keras-neural-networks 103 logistic-regression 100 scikit-learn 100 opencv-python 98 dataset 97 cnn-model 90 supervised-learning 88 unet 83 face-detection 82 text-classification 80 covid-19 80 udacity 80 streamlit 77 mnist-dataset 76 transformers 74 regression 73 linear-regression 73 yolo 72 attention-mechanism 71 transformer 71 pytorch-implementation 71 visualization 70 super-resolution 70 cifar-10 70 style-transfer 68 convolutional-networks 67 time-series 67 coursera 66 remote-sensing 65 emotion-recognition 65 imagenet 64 traffic-sign-classification 64 sentiment-analysis 64 random-forest 64 udacity-nanodegree 61 convolution 61 autonomous-driving 61 alexnet 61 mobilenetv2 60 cs231n 58