GitHub topics: convolutional-neural-networks

Repositories

Athari22/Write-an-Algorithm-for-Landmark-Classification

In this project, I build the Convolutional Neural Network (CNN) module to build a landmark classifier. This project is part of deep learning nanodegree program with udacity.

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: about 4 hours ago - Pushed at: about 6 hours ago - Stars: 0 - Forks: 0

kbhujbal/Autopilot_CNN-self_driving_car_simulation_with_behavioral_clonning

🌐🚘 End-to-end Autonomous Driving implemented via Behavioral Cloning (BC) on the Udacity SDC platform. The core is a highly robust NVIDIA CNN architecture leveraging Deep Learning to map raw pixels directly to steering commands. It features advanced Image Augmentation for superior generalization on complex, unseen tracks.

Language: Jupyter Notebook - Size: 29.4 MB - Last synced at: about 8 hours ago - Pushed at: about 9 hours ago - Stars: 0 - Forks: 0

itmo-mbss-lab/sr_labs_book

The project is related to the development of labs for the ITMO Speaker Recognition Course.

Language: Jupyter Notebook - Size: 5.66 MB - Last synced at: about 8 hours ago - Pushed at: about 10 hours ago - Stars: 10 - Forks: 11

google/XNNPACK

High-efficiency floating-point neural network inference operators for mobile, server, and Web

Language: C - Size: 180 MB - Last synced at: about 11 hours ago - Pushed at: about 13 hours ago - Stars: 2,172 - Forks: 450

Sri-Lakshmi-Bathina/ChestXray-AI-LLM

AI-powered chest X-ray classifier with Grad-CAM explainability and LLM reporting (education demo)

Size: 139 KB - Last synced at: about 16 hours ago - Pushed at: about 18 hours ago - Stars: 0 - Forks: 0

dronefreak/human-action-classification

Modern human action classification system using MediaPipe pose estimation and PyTorch deep learning, achieving 47x faster inference than the original TensorFlow implementation. Supports 100+ model architectures for classifying 40 human actions with real-time performance suitable for autonomous vehicles and video surveillance.

Language: Python - Size: 99.9 MB - Last synced at: about 18 hours ago - Pushed at: about 22 hours ago - Stars: 236 - Forks: 59

Ashu708907/Music-Genre-Classification-using-Spectrogram-images

🎵 Classify music genres by analyzing spectrogram images with machine learning and deep learning methods for robust and interpretable predictions.

Language: Jupyter Notebook - Size: 6.94 MB - Last synced at: about 18 hours ago - Pushed at: about 22 hours ago - Stars: 0 - Forks: 0

KitPi/UNet

A Convolutional Neural Network U-NET for colourising Black and White images.

Language: Python - Size: 13.8 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

moiexpositoalonsolab/Deepbiosphere

Language: Python - Size: 91.6 MB - Last synced at: about 10 hours ago - Pushed at: 2 months ago - Stars: 29 - Forks: 5

JerryJev1/image-malware-detection-model

🖼️ Detect and classify malware using deep learning on grayscale images, leveraging the Malimg Dataset for robust multi-class malware identification.

Language: Jupyter Notebook - Size: 1.91 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

lordmathis/CUDANet

Convolutional Neural Network inference library running on CUDA

Language: Cuda - Size: 6.84 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 3 - Forks: 0

Bread2002/PYNQ_BLADEI

Real-time bitstream malware detection using an ML model. Includes feature extraction, classification, and embedded inference on PYNQ-supported FPGA boards.

Language: Python - Size: 13.5 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

lorenzrossi/MachineLearning-CesaBianchi-CatsDogs

Folder for the project of Statistical Methods for Machine Learning . Cats and dogs classification using Neural Network (more precisely, ConvNets)

Language: Jupyter Notebook - Size: 762 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

Venkat-023/Driver_Drowsiness_Alerting_System

Real-Time Fatigue Monitoring with Dual CNN Models for Face & Eye Status. This is a real-time safety system designed to monitor driver alertness using Tensorflow. Built from scratch using Convolutional Neural Networks (CNNs), the system tracks eye and face status independently and triggers alerts when signs of drowsiness exceed a defined threshold.

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 2 - Forks: 0

BiaPyX/BiaPy

Open source Python library for building bioimage analysis pipelines

Language: Jupyter Notebook - Size: 1.25 GB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 185 - Forks: 37

dr-mushtaq/Deep-Learning

This repository offers video-based tutorials on Deep Learning concepts along with practical implementations using Python, TensorFlow, and Keras. It is designed for students, educators, and self-learners who want to understand the theory and apply it through hands-on projects.

Language: Jupyter Notebook - Size: 30.4 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 32 - Forks: 17

voorhs/sirius-ai

Курс по ИИ для школьников смены "Алгоритмы и анализ данных" в Сириусе

Language: Jupyter Notebook - Size: 78.1 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 5 - Forks: 0

SuperDev699/CheatSheet-LLM

🛠️ Run local Large Language Models offline with ease using Ollama for streamlined access and interaction.

Language: Python - Size: 17.4 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

bunuelcreamsauce54/perceptrons

🧠 Explore the evolution of neural networks from simple perceptrons to advanced MLPs, enhancing understanding through interactive learning.

Language: Python - Size: 1.39 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

thag0/JNN

Biblioteca para manipulação de modelos de Redes Neurais inteiramente em Java

Language: Java - Size: 225 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 4 - Forks: 1

debjitpal5040/DL_Algorithms

A repository for almost every deep learning algorithms

Language: Jupyter Notebook - Size: 3.14 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

andravin/spio

Experimental CUDA kernel framework unifying typed dimensions, NVRTC JIT specialization, and ML‑guided tuning.

Language: Python - Size: 1020 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 43 - Forks: 1

Renato4333/learn-artificial-intelligence

Language: HTML - Size: 1.32 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

karthikeyansura/CIFAR-10-cnn-autoencoder

Convolutional Autoencoder built for CIFAR-10 to explore image compression, reconstruction quality, and latent feature learning. Includes full pipeline: EDA, normalization, model design, training, reconstruction evaluation (MSE, MAE, PSNR), and per-class analysis.

Language: Jupyter Notebook - Size: 3.47 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

yblngr/Psychonaut

Language: JavaScript - Size: 1.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Venkat-023/Hand_Cricket_Gestures_CNN

🏏 Hand gesture classification for cricket signals using a custom CNN model. Built from scratch with TensorFlow/Keras and MediaPipe-based hand detection. Achieved 97% accuracy without overfitting.

Language: Jupyter Notebook - Size: 4.27 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

4ngelojr/AI-ML-Cheatsheets

🗂️ Access essential AI and ML concepts with quick-reference cheatsheets for effective learning and project implementation.

Size: 51.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

ardhikaxx/A15-CNN

Sistem Deteksi Tuberkulosis Pernapasan (ICD-10 A15) Berbasis Deep Learning pada Citra X-Ray Dada dengan Optimasi Class Imbalance

Language: Python - Size: 1.45 GB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

muhhafi/Psychonaut

📍 Automate check-ins for better efficiency and streamline your workflow with Psychonaut.

Language: JavaScript - Size: 1.31 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

r-butl/ELP-CNNvsRNN

Current research project at CSU, Chico in collaboration with the Cornell Elephant Listening Project. Developing an Elephant infrasound detector.

Language: Jupyter Notebook - Size: 300 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 4 - Forks: 1

stargate1973/Resume-Analyzer

📄 Upload and compare resumes against job descriptions using vectorization and cosine similarity for targeted job application success.

Language: HTML - Size: 3.23 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Eyman67/mnist-neural-network

🖊️ Implement a feedforward neural network from scratch to accurately classify handwritten digits using the MNIST dataset with pure NumPy.

Language: Python - Size: 1.55 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Ohara124c41/deep_learning

Through projects, create models for applications such as image classification, sentiment analysis, and face generation, gaining hands-on experience with PyTorch and advanced training techniques. Ideal for those aiming to harness the potential of deep learning, this experience prepares you to tackle AI challenges across various domains.

Language: Jupyter Notebook - Size: 2.12 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

ahmadjaved97/ImageClusterViz

A tool for clustering images using deep learning features and visualizing the results in organized grids.

Language: Python - Size: 22.2 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 14 - Forks: 0

inrainbws/cnn-registration

An image registration method using convolutional neural network features.

Language: Python - Size: 35.6 MB - Last synced at: about 2 hours ago - Pushed at: almost 5 years ago - Stars: 455 - Forks: 137

IvanPerico21/Brain-Tumor-Detection

🧠 Automate brain tumor detection with deep learning techniques for accurate diagnosis, enhancing treatment planning and patient outcomes.

Language: Jupyter Notebook - Size: 4.45 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

gear-genomics/ancient

Ancestry inference with convolutional neural networks

Language: Vue - Size: 56.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 9 - Forks: 2

ViskoX/image_segmentation

🩺 Segment lungs from COVID-19 X-ray images using advanced deep learning techniques like U-Net and MobileNet-U-Net for improved accuracy and efficiency.

Language: Jupyter Notebook - Size: 1.29 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

mattmacy/vnet.pytorch

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Language: Python - Size: 1.09 MB - Last synced at: 4 days ago - Pushed at: over 7 years ago - Stars: 744 - Forks: 201

Rushikesh321/adder

Event-driven tool/library for tailing the Cardano blockchain blockchain, cardano, ouroboros, ouroboros-network, toolbox

Language: Go - Size: 109 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

FalconOne-AI/falcon-ai-infrastructure-demo

AI-powered infrastructure inspection using dual CNN models for visual concrete and thermal defect detection

Language: Python - Size: 43 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

KISHANZEUS/Computer-Vision

🌟 Explore innovative computer vision projects, focusing on image and video understanding with Python, OpenCV, and MediaPipe for real-time applications.

Language: Python - Size: 1.34 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Arturoprotective670/DIRV-NET

🖼️ Enable precise 2D/3D deformable image registration for medical applications using deep learning, enhancing speed and accuracy in cancer treatment planning.

Language: Jupyter Notebook - Size: 9.36 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

codinggamer-dev/ConvNet

A multi-threaded Neural Network (mostly for ConvNets) module, only with NumPy and TQDM.

Language: Python - Size: 10.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Nimaabediforud/Fracture-Detection-and-Bone-Classification

Leveraging CNNs in this medical imaging project designed to analyze X-ray images of bones across different body parts. The system currently focuses on detecting fractures and classifying bones by body region (e.g., hand, forearm, shoulder, waist, fingers, etc).

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

vunb/vunb.github.io

Just a junk notes!

Language: HTML - Size: 4.97 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

iansploit/medical-image-classifier

🩻 Build a deep learning model for pneumonia detection in chest X-rays with a user-friendly web interface using TensorFlow and Streamlit.

Language: Python - Size: 1.31 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

NVIDIA/MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Language: Python - Size: 14.6 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 2,816 - Forks: 438

Neural-tertiumquid64/Grape-Leaf-Disease-Classification-CNN

🍇 Classify grape leaf diseases with a CNN to enhance vineyard health, reduce losses, and enable early detection for better grape quality.

Language: Jupyter Notebook - Size: 803 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

fbi555/fashion-mnist-cnn-tf

🧵 Classify fashion images using a compact CNN model in TensorFlow/Keras, designed for the Fashion-MNIST dataset with easy execution in Google Colab.

Language: HTML - Size: 11.7 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

ictor862/Snake-Challenge

🐍 Play a classic Snake game built with HTML, CSS, and JavaScript. Guide your snake to eat food and grow while avoiding walls and itself!

Language: JavaScript - Size: 1.48 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

AliAhmed031104/Pet_Segmentation_UNet

🐾 Implement a U-Net model for pet image segmentation, accurately classifying pets, backgrounds, and borders using the Oxford-IIIT Pet dataset.

Language: Jupyter Notebook - Size: 2.25 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Tanlouie/Gendered_Abuse_Detection_In_Indic-Languages

Online gender-based violence limits marginalized voices. Detection in Indic languages is hard due to limited data and linguistic complexity. This work builds better classifiers for improved abuse detection in such settings.

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

benkhelifamohamedtaher/speech-emotion-recognition

Deep learning system for emotion recognition from speech, achieving 50.5% accuracy on 8-class classification using transformer architecture and real-time analysis

Language: Python - Size: 1.56 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 4 - Forks: 1

NabilNawa/YOLOv8-Vehicle-Damage-Detector

Custom YOLOv8 model for detecting and classifying car body damage—optimized for fast inference and assistive use in inspection and service workflows like BMW pre-loaner inspections.

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 4 - Forks: 1

mafrs47/Lung_Cancer_Prediction

This project predicts lung cancer risks using machine learning models like Random Forest, Logistic Regression, and SVM. It analyzes patient data with features such as age, smoking habits, and symptoms. Data preprocessing, visualization, and performance evaluation ensure accurate predictions for early diagnosis.

Language: Jupyter Notebook - Size: 1.36 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 4 - Forks: 0

AverageCoderInOhio/Crop-Disease-Identification-Model

This project leverages deep learning to identify crop diseases from images. Built with TensorFlow, the app allows users to upload crop images and predicts the disease. It features a user-friendly interface, feedback submission, and an informative "About" section. Perfect for early disease detection in crops.

Size: 1.95 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

Aryan0419/Image-Captioning-CNN-LSTM

🖼️ Generate descriptive captions for images using a CNN-LSTM model, combining computer vision and NLP for effective storytelling.

Language: Python - Size: 1.37 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

HazR3t/Calligrapher

Create stunning text images with Calligrapher, a diffusion-based framework for customizable digital calligraphy. Explore your creativity on GitHub! 🌟👩💻

Language: Python - Size: 19.5 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

Yimyaa/AI-ML-Cheatsheets

All standford Cheatsheets: Artificial Intelligence, Transformers, LLMs, Deep Learning, Machine Learning, Probabilities, Statistics, Algebra and Calculus.

Size: 50.3 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 7 - Forks: 0

AI4DM/ImageClassification-DeepCNN

Deep Convolutional Neural Networks (CNNs) for Image Classifications and Flood Segmentation tasks.

Language: Jupyter Notebook - Size: 30.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

offchan42/machine-learning-curriculum

:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Size: 833 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 1,106 - Forks: 254

BelalAdelDev/DEPI-Final-Project

DEPI Final Project: Land Type Classification uses deep learning and Sentinel-2 satellite imagery to accurately identify land covers such as crop, forest, water, and urban areas, optimizing model performance for practical geospatial analysis.

Language: Jupyter Notebook - Size: 373 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

Sam67xsaad/WWW-5

🎉 Kickstart your Web3 journey by showcasing your project from the Women Web3 Wave #5 Demoday. Join us to drive change and innovation together.

Language: HTML - Size: 43.7 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

Agasthi1212/lung-cancer-prediction-logistic-regression

🐙 Lung cancer prediction with logistic regression using clinical features and feature selection, with robust evaluation metrics. Code and results live in the analysis notebook.

Language: Jupyter Notebook - Size: 1.2 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

rindow/rindow-neuralnetworks

Neural networks library for machine learning on PHP

Language: PHP - Size: 782 KB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 84 - Forks: 13

CTCycle/FEXT-Autoencoder

An autoencoder model to extract features from images and obtain their compressed vector representation, inspired by the convolutional VVG16 architecture

Language: Python - Size: 85 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

DeepRegNet/DeepReg

Medical image registration using deep learning

Language: Python - Size: 29.7 MB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 606 - Forks: 84

radionets-project/radionets

Imaging radio interferometric data with Neural Networks.

Language: Python - Size: 182 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 17 - Forks: 4

arssite/Datalysis

Contains Deep Learning Content and Algorithm. ANN_CNN_RNN(LSTM-GRU)_AUTOENCODER

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 8 - Forks: 2

7gxycn08/PyAnime4K-GUI

Anime4K batch video upscaler using predefined settings for AMD GPU's.

Language: GLSL - Size: 1.09 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 8 - Forks: 0

garythung/trashnet

Dataset of images of trash; Torch-based CNN for garbage image classification

Language: Lua - Size: 39.7 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 675 - Forks: 205

AqwamCreates/DataPredict-Neural

TensorFlow-like Deep Learning Library (For Roblox And Pure Lua).

Language: Lua - Size: 11 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 4 - Forks: 1

srinadh99/Explainable-Deep-Image-Prior

Explainable Deep Image Prior (XDIP)

Language: Jupyter Notebook - Size: 19.2 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

iraikov/nanograd

Minimalistic automatic differentiation framework in Scheme

Language: Tree-sitter Query - Size: 158 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

ayoolaolafenwa/PixelLib

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Language: Python - Size: 162 MB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 1,073 - Forks: 267

ckrzysp/Document-Assistant

AI-Power Legal Document Assistant

Language: JavaScript - Size: 18.1 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

Dimildizio/DS_course

Different projects to discover Data Science

Language: Jupyter Notebook - Size: 527 MB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 3 - Forks: 1

AtikaAnjum/Voice-Emotion-Detection

This project implements a hybrid deep learning model capable of recognizing emotions in human speech by analyzing acoustic characteristics of audio signals. Manual classification of emotions in voice recordings is time-consuming, inconsistent, and lacks scalability. This system automates this process by detecting emotions .

Language: Jupyter Notebook - Size: 4.49 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0