Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

Deep neural networks

Deep neural networks (DNNs) are a class of artificial neural networks (ANNs) that are deep in the sense that they have many layers of hidden units between the input and output layers. Deep neural networks are a type of deep learning, which is a type of machine learning. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing.

https://github.com/tinh2044/plantdisease_classification

Transfer learning efficientNet to classification disease on plants. Build web application with React and FastAPI

computer-vision convolutional-neural-networks deeeepio deep-learning deep-neural-networks efficientnet plant-disease-detection

Last synced: 07 Feb 2025

https://github.com/chaitanyac22/multi-input-multi-output-mnist-image-digit-and-summed-output-classification

The goal of this project is to build a neural network that takes an MNIST handwritten digit (0-9) image and a random number (digit 0-9) as inputs and returns the predicted class label (0-9) for the input image and its addition (sum) with the input random number as summed output (range 0-18) label as outputs.

cnn-classification data-visualization deep-neural-networks exploratory-data-analysis functional-api image-data-generator image-processing keras mnist-classification model-building model-evaluation multi-inputs multi-outputs python3 tensorflow

Last synced: 01 Feb 2025

https://github.com/ali-el-badry/pothole-detection

A deep learning-based project for detecting potholes in road surfaces using computer vision. Utilizes YOLO models for accurate, real-time pothole detection from images and videos, with a custom dataset and data augmentation techniques. Ideal for applications in road maintenance, autonomous vehicles, and insurance assessments.

deep-learning deep-neural-networks object-detection pothole-detection potholes yolo

Last synced: 01 Feb 2025

https://github.com/angelognazzo/Reliable-Trustworthy-AI

Repository for the Reliable and Trustworthy AI course offered in Fall 2022 at ETH Zürich: implementation of DeepPoly, Robustness Analyzer for Deep Neural Networks

computer-vision deep-learning deep-neural-networks reliable-ai robust-machine-learning

Last synced: 17 Nov 2024

https://github.com/codewithashim/face-recognition-system

The Face Recognition System is a cutting-edge software application powered by state-of-the-art machine learning techniques. Experience accurate identification and verification of human faces in images and real-time video streams.

access-control biometrics codewithahsim deep-neural-networks face-recognition facial-detection facial-identification opencv opencv-python python python-3 real-time-face-recognition scalable-face-recognition security security-tools surveillance

Last synced: 01 Feb 2025

https://github.com/wilhelmagren/pychess

Terminal User Interface for playing chess. Either against your friend or the Deep CNN limited look ahead agent.

ai autoencoder chess classification convolutional-neural-networks deep-learning deep-neural-networks machine-learning pygame python-chess pytorch regression

Last synced: 08 Feb 2025

https://github.com/basemax/deepsummarizationnlp

In deep learning NLP, using a model we are trying to summarization the text.

deep-learning deep-neural-networks neural-network python summarization summarization-algorithm summarization-dataset

Last synced: 09 Feb 2025

https://github.com/markus28/ml-library

Java Implementation of Machine-Learning Algorithms

classification clustering deep-learning deep-neural-networks kmeans machine-learning

Last synced: 26 Jan 2025

https://github.com/valeman/udacity-self-driving-car-traffic-signs-classifier-p2

My project pipeline for the Udacity Self-Driving-Car Nanodegree program's Project 2 - Traffic Sign Classifier

convolutional-neural-networks deep-learning deep-neural-networks machine-vision pyton self-driving-car tensorflow

Last synced: 22 Jan 2025

https://github.com/utility-code/sprintdl

pytorch wrapper for easier experimentation

deep-learning deep-neural-networks pytorch

Last synced: 21 Jan 2025

https://github.com/qile0317/bacteria-classifier-cnn

A resnet50 bacterial genus/strain classifier from the dibas dataset.

bacteria-classification cnn deep-learning deep-neural-networks fastai image-classification

Last synced: 19 Jan 2025

https://github.com/danhenriquex/data_science_and_machine_learning

A.I, Data Science & Machine Learning and Deep Learning with Tensorflow

deep-learning deep-neural-networks machine-learning matplotlib numpy pandas tensorflow

Last synced: 14 Jan 2025

https://github.com/gyselle-marques/neural-network-mnist

Implementação em Python de uma rede neural de Deep Learning para reconhecimento de dígitos.

deep-learning deep-neural-networks machine-learning neural-network portuguese-brazilian python

Last synced: 13 Jan 2025

https://github.com/nightmachinery/mlp_from_scratch

A simple MLP using only numpy. The computational graph is not automatically tracked, but the network supports arbitrarily many batch axes.

deep-learning deep-neural-networks deeplearning educational mlp mlp-classifier mlp-networks numpy

Last synced: 31 Dec 2024

https://github.com/blacksujit/deep-learning-specialization-repo

This repo contains the neural networks learning's with tensorflow with all the high level deep learning concepts i am learning with project implementation

deep deep-layers deep-learning deep-neural-networks embeddings-word2vec llvm network-embeddings neural-network transformers-layers transformers-models vision-language-model

Last synced: 08 Feb 2025

https://github.com/redleader962/une-intuition-sur-rudder

Ressources pour la présentation orale: "Une intuition sur RUDDER (Return Decomposition for Delayed Rewards)"

deep-learning deep-neural-networks deep-reinforcement-learning neural-network reward-shaping

Last synced: 24 Dec 2024

https://github.com/sensorsini/pycaffejaer

A collection of utilities useful to debug deep-networks trained with Caffe Deep Learning Framework. This utilities can also be used to convert caffe networks into jAER xml format

deep-learning deep-neural-networks machine-vision sensors

Last synced: 21 Jan 2025

https://github.com/mohammad95labbaf/lung-segmentation

The preparation for the Lung X-Ray Mask Segmentation project included the use of augmentation methods like flipping to improve the dataset, along with measures to ensure data uniformity and quality. The model architecture was explored with two types of ResNets: the traditional CNN layers and Depthwise Separable.

chest-xray-images chest-xrays cnn cnn-keras convolutional-neural-networks deep-learning deep-neural-networks deeplearning depthwise-separable-convolutions depthwiseseparableconvolution lung-disease lung-segmentation segment segmentation x-ray-images

Last synced: 13 Jan 2025

https://github.com/chengetanaim/customer-churn-prediction

Customer churn is the loss of customers or subscribers for any reason at all. In this project I was predicting customer churn using artificial neural networks.

artificial-neural-networks deep-learning deep-neural-networks keras machine-learning pandas pandas-dataframe tensorflow2

Last synced: 23 Dec 2024

https://github.com/phyulwin/machine-learning-with-python-projects

Projects for Machine Learning with Python freeCodeCamp (Updated Solution in Progress... 🌿)

deep-neural-networks google-colab machine-learning python tensorflow

Last synced: 30 Dec 2024

https://github.com/kowshik24/predictstock

🚀 StockSage: Predicting Tomorrow's Stocks, Today! 🌌 Dive deep into the future of stock prices with StockSage! Powered by LSTM networks, this repository is a treasure trove for those looking to explore the intricacies of stock price predictions. 📈✨ 🔗 Live App: https://stocksage.streamlit.app/

data-science data-visualization deep-neural-networks lstm stock-market streamlit tensorflow

Last synced: 06 Feb 2025

https://github.com/harikishan-ai/harikishan-ai

I am dedicated to delivering innovative solutions that align with business objectives while ensuring optimal performance, reliability, and security. My strong analytical skills, attention to detail, and problem-solving abilities drive me to create effective and efficient solutions.

analystics automation aws-ec2 aws-lambda aws-s3 awsglue cnn deep-neural-networks logs lstm machine-learning oops-in-python powerbi python rnn transformers

Last synced: 25 Jan 2025

https://github.com/kalifou/tme_10_11_rdfia

Neural Networks Visualization : Activation Maps, Adversarial examples...

adversarial-example class-visualization deep-neural-networks pytorch

Last synced: 04 Feb 2025

https://github.com/shamiul5201/healthcare_ai

Brain Tumor Detection and Localization Using Resnet and ResUnet in Healthcare

deep-neural-networks image-segmentation python-3 u-net

Last synced: 02 Feb 2025

https://github.com/edreate/neural_learn

A Deep Learning library based on Pytorch and PyTorch Lightning which makes Deep Learning even simpler.

deep-learning deep-neural-networks python3 pytorch pytorch-lightning

Last synced: 08 Feb 2025

https://github.com/pritz69/wine_quality_prediction_ml

Neural Networks and Deep Learning Project ,developing a Machine Learning Model .

artificial-intelligence deep-learning deep-neural-networks machine-learning neural-networks

Last synced: 11 Jan 2025

https://github.com/wielkadraka/lunar-landing-q-learing

AI playing Lunar Landing from python gymnasium library

deep-neural-networks deep-q-learning lunar-lander python3

Last synced: 11 Jan 2025

https://github.com/j3-signalroom/j3-ml_ai-education_experiences

Some of the project notebooks I built during my deepatlas.ai well-rounded education program.

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks machine-learning

Last synced: 07 Feb 2025

https://github.com/himudigonda/digits-recognition

This project uses ML and keras modules to recognise digits from the given dataset.

deep-learning deep-neural-networks digit-recognizer jupyter-notebook keras tensorflow

Last synced: 15 Nov 2024

https://github.com/tariqdaouda/abyme

Fractals for Deep and Sophisticated (Training) Loops

deep-learning deep-neural-networks deeplearning

Last synced: 01 Jan 2025

https://github.com/alex-lechner/carnd-behavioralcloning-p3

Driving a car around a track in Udacity's car simulator only with image data and neural networks. Project 3 of Udacity's Self-Driving Car Engineer Nanodegree Program.

autonomous-vehicles behavioral-cloning convolutional-neural-networks deep-learning deep-neural-networks keras keras-neural-networks self-driving-car udacity-self-driving-car

Last synced: 22 Jan 2025

https://github.com/wa-lead/virtual_screnning_using_cnns

Using Chemception to predict the activity of molecules against aid_686978. Taking this further to visualize kernels decision process through Grad-CAM.

deep-neural-networks drug python tensorflow

Last synced: 26 Jan 2025

https://github.com/alex-lechner/carnd-semanticsegmentation-p12

An approach for pixel-based classification of drivable parts of the road (known as Semantic Segmentation). Project 12 of Udacity's Self-Driving Car Engineer Nanodegree Program.

autonomous-vehicles deep-learning deep-neural-networks deeplearning fully-convolutional-networks self-driving-car semantic-segmentation tensorflow

Last synced: 22 Jan 2025

https://github.com/celiabenquet/iaprproject

Image Analysis and Pattern Recognition

deep-neural-networks image-recognition

Last synced: 03 Jan 2025

https://github.com/sathvik902/master-chef

A Deep Learning model which predicts the Indian Recipe from the ingredients we have in our home.

deep-neural-networks lstm

Last synced: 25 Jan 2025

https://github.com/wasay8/automatedgarbageimageclassifier

Implementation of CNN models(Resnet-34 and Resnet-50) to classify garbage images into 6 major categories for sustainable development and its disposability.

computer-vision deep-learning deep-neural-networks feature-engineering image-processing unstructured-data

Last synced: 01 Feb 2025

https://github.com/andredarcie/chatbot-tensorflow

Chatbot desenvolvido em Tensorflow para responder perguntas do Stackoverflow sobre Python

data-science deep-learning deep-neural-networks kaggle machine-learning python stackoverflow tensorflow text-mining

Last synced: 09 Jan 2025

https://github.com/robmesseng/mlop_2.0

Proyecto de predicción de imagen mediante Deep Learning, control de versiones con git, control de data con DVC, exportación de modelos con ONNX, uso de FastAPI y uso de Docker para paquetizar. Despliegue en Azure App Services

azure-app-service deep-neural-networks dlops dvc machine-learning mlops pytorch-lightning weights-and-biases

Last synced: 09 Feb 2025

https://github.com/quarkgluant/deep_learning_a_z

french Udemy course based on the Kirill Eremenko's course on deep learning with Python

deep-learning deep-learning-tutorial deep-neural-networks python3 pytorch tensorflow

Last synced: 07 Jan 2025

https://github.com/aiaaee/california_housing

It's about California House value. the goal is find a great method to assemble reasonable train test based on MLP regression by using torch

data-science datasets deep-learning deep-neural-networks machine-learning machine-learning-algorithms python

Last synced: 23 Dec 2024

https://github.com/quarkgluant/deeplearning_tf

the "hello world" of the Deep Learning, MNIST dataset with tensorflow

deep-neural-networks python3 tensorflow-examples

Last synced: 07 Jan 2025

https://github.com/ddubeyyy/caption_generator

An AI-powered image caption generator using deep learning techniques to automatically generate descriptive captions for images. Utilizes CNNs for feature extraction and RNNs for sequence prediction.

cnn deep-neural-networks keras-tensorflow nlp-machine-learning rnn-tensorflow tensorflow vgg16

Last synced: 01 Feb 2025

https://github.com/aungkaungpyaepaing/mask-nomask-classification

Purpose of this project is to classified the captured image or input image, has masks or not. This model had trained with Convolutional Neural Network (CNN) and has high accuracy. The only problem of this model is it cannot detect the mask with different color due to dataset but included possible solution at the end of doc.

classification convolutional-neural-networks deep-learning deep-neural-networks image-classification image-processing

Last synced: 21 Jan 2025

https://github.com/camara94/face_recognition

In this project, will learn the concept to implement face recognition problem.

deep-learning deep-neural-networks face-detection face-recognition machine-learning tensorflow2

Last synced: 23 Dec 2024

https://github.com/crispengari/ml-utils

💎 This repository contains some helper functions that helps you speed your machine learning code everyday. It also contains some useful basic knowledge about machine learning, it's behavior, how it started etc. It's a bag of machine learning things basically.

deep-learning deep-neural-networks machine-learning utils

Last synced: 09 Feb 2025

https://github.com/crispengari/nmt

🎗 Neural Machine Translation (nmt) repository contains an end-to-end deep artificial neural network for machine translation and language identification based on south-african-languages.

api artificial-intelligence artificial-neural-networks datascience deep-learning deep-neural-networks flask graphql javascript json jupyter-notebook machine-learning natural-language-processing nlp nmt nueral-machine-translation python rest-api tweepy

Last synced: 09 Feb 2025

https://github.com/maosong2022/tinyneuralnetwork

A simply C++ implemented neural networks

cpp cpp17 deep-learning deep-neural-networks

Last synced: 22 Jan 2025

https://github.com/shashwat9kumar/covid_face_mask_detection

Detecting whether a person in the picture has face mask on or not using a convolutional neural network

cnn covid19 deep-learning deep-neural-networks face-detection mask-detection tensorflow

Last synced: 12 Jan 2025

https://github.com/saravanabalagi/deep_learning

My solutions for Deep Learning by Google MOOC on Udacity

deep-learning deep-neural-networks solutions udacity

Last synced: 25 Dec 2024

https://github.com/sebukpor/breast-cancer-classification

this model classifies breast cancer as either benign or malignant

deep-learning deep-neural-networks tensorflow tensorflowjs

Last synced: 22 Dec 2024

https://github.com/vutrong826/yolov8-brain-tumor-segmentation

Brain tumor segmentation using YOLO architecture for fast and accurate detection.

cnn deep-learning deep-neural-networks python python3 segmentation tumor-segmentation yolov8 you-only-look-once

Last synced: 09 Feb 2025

https://github.com/asim-2000/kaggling

This repository contains source code of the kaggle competitions in which I participated

deep-learning deep-neural-networks kaggle-competition machine-learning reinforcement-learning

Last synced: 10 Jan 2025

https://github.com/volf52/deep-neural-net

A simple deep neural net class written to work with Numpy and Cupy

binarized-neural-networks binary-neural-networks bnn cupy deep-learning deep-neural-networks mnist numpy python python3

Last synced: 01 Feb 2025

https://github.com/kedhareswer/pdfchatbot

The Following Project is just me trying to understand a way to make PDF Chat bot this is not the final work

css deep-learning deep-neural-networks html machine-learning pdfjs python

Last synced: 21 Jan 2025

https://github.com/heet9022/ye-kiski-tasweer-hai

A platform for training, labeling and retraining image classification models.

deep-neural-networks image-classification platform resnet

Last synced: 06 Feb 2025

https://github.com/rizerkrof/library-simpleneuralnetwork

This is a simple fully connected neural network library for deep learning. Include example.

deep-learning deep-neural-networks library

Last synced: 28 Jan 2025

https://github.com/tushard702/sentiment-analysis

Sentiment analysis is the automated process of understanding an opinion about a given subject from written or spoken language. Implemented using RNN

deep-neural-networks machine-learning python

Last synced: 01 Jan 2025

https://github.com/ardawanism/a-tour-of-pytorch

In this repo, an introductory tutorial on PyTorch is provided. You can learn about the basics of PyTorch alongside defining and training deep neural networks consisting of different layer types such as fully-connected, convolutional, and etc.

convolutional-neural-networks deep-learning deep-neural-networks deeplearning multilayer-perceptron neural-network neural-networks pytorch pytorch-tutorial

Last synced: 09 Feb 2025