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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.
- GitHub: https://github.com/topics/deep-neural-networks
- Wikipedia: https://en.wikipedia.org/wiki/Deep_neural_networks
- Aliases: deep-neural-network,
- Last updated: 2025-02-03 00:07:32 UTC
- JSON Representation
https://github.com/aim-harvard/aimi_alpha
AIMI (alpha).
cloud-computing deep-learning deep-neural-networks medical-image-processing medical-imaging
Last synced: 20 Nov 2024
https://github.com/veeqtoh/corossion-detection
Welcome to Underwater Corossion Detection! In this project, I will use Python to manipulate complex data streams (mainly images) and present classification results based on state-of-the-art machine learning methods.
deep-learning deep-neural-networks image-classification image-processing image-recognition
Last synced: 29 Jan 2025
https://github.com/freebirdscrew/machinelearning_scratch
Machine Learning from Scratch and Implement Everything with Python
deep-learning deep-neural-networks goog google-maps-api machine-learning machine-learning-algorithms machinelearning machinelearning-python nlp-machine-learning python python-3 summarization tensorflow tensorflow-tutorials youtube-downloader
Last synced: 05 Jan 2025
https://github.com/mostafanabieh/data-augmentation
Data augmentation by Tensorflow v2
deep deep-learning deep-neural-networks deeplearning tensorflow tensorflow-examples tensorflow-models tensorflow-tutorials tensorflow2
Last synced: 16 Jan 2025
https://github.com/norman-thomas/coursera-deep-learning
My implementation of assignments of the Coursera Deep Learning course and specialization
artificial-intelligence coursera deep-learning deep-neural-networks neural-networks
Last synced: 09 Jan 2025
https://github.com/agamiko/neural-based-data-augmentation
Improving generalization via style transfer-based data augmentation: Novel regularization method
cnn data-augmentation database deep-learning deep-neural-networks image-classification image-synthesis paper skin-lesions style-transfer
Last synced: 31 Jan 2025
https://github.com/ostaptan/nqg
Neural Question Generator
deep-neural-networks machine-intelligence nlp tensorflow
Last synced: 19 Jan 2025
https://github.com/michaelradu/tinytensor
⚡TinyTensor is a lightweight open-source deep learning library built from scratch in Python, inspired by Joel Grus' approach.
ai deep-learning deep-learning-algorithms deep-neural-networks deep-reinforcement-learning deeplearning deeplearning-ai machine-learning machine-learning-algorithms machine-learning-library machinelearning-python neural-network python python3
Last synced: 29 Jan 2025
https://github.com/redayzarra/cnn_trafficsigns
This is a machine learning project where I utilized the LeNet-5 architecture to create a convolutional deep network that classifies 43 different kind of traffic signs. I've made sure to include a full step-by-step implementation of the project as well as detailed notes for every step.
classification classification-model computer-vision deep-learning deep-neural-networks lenet lenet-5 lenet-architecture machine-learning model-evaluation model-selection
Last synced: 26 Jan 2025
https://github.com/wahidpanda/car-tracking-open-cv
This project is about computer vision technology using to detect number of cars on highway
cartracking computer-vision deep-neural-networks opencv python-script pythonprojects
Last synced: 21 Jan 2025
https://github.com/e0xextazy/dog_breeds_clf
Trained the ResNet50 model from scratch on the imagewoof dataset. Reached 83% accuracy
classification classifier classifier-model deep-learning deep-neural-networks imagenette imagewoof resnet resnet-18 resnet-34 resnet-50 resnet50
Last synced: 24 Jan 2025
https://github.com/kaleidophon/calm-capybara
Comparing different Neural NLP models for Emoji Prediction.
attention-mechanism convolutional-neural-networks deep-learning deep-neural-networks emojis lstm natural-language-processing nlp
Last synced: 15 Dec 2024
https://github.com/rani-sikdar/tensorflow-learning
A comprehensive repository for learning TensorFlow, featuring code examples, projects, and resources. Covers concepts from beginner to advanced, including neural networks, CNNs, RNNs, NLP, and deployment. Ideal for students, developers, and AI enthusiasts.
artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks keras-tensorflow machine-learning recurrent-neural-networks tensorflow tensorflow-models
Last synced: 25 Jan 2025
https://github.com/vanditg/image_analytics_task_ai_australia
This repository contains solutions or files of my attempt for the AI Austraial task of Image Analytics. The submission language is Python.
blurred-background bounding-boxes computer-vision deep-learning deep-neural-networks face-detection face-quality facial-expression-recognition haarcascade-frontalface
Last synced: 22 Dec 2024
https://github.com/amanpriyanshu/the-unlearning-protocol
Choose which data to make your model forget (Unlearn!), but watch out - every deletion ripples!
ai artificial-intelligence artificial-neural-networks catastrophic-forgetting deep-learning deep-neural-networks deeplearning fairness fairness-ai fairness-ml gradient-ascent machine-learning neural-network neural-networks privacy privacy-enhancing-technologies privacy-protection privacy-tools unlearn unlearning
Last synced: 30 Jan 2025
https://github.com/priyankkalgaonkar/condensenext
An Ultra-Efficient Deep Neural Network for Embedded Systems
artificial-intelligence computer-vision condensenext deep-neural-networks machine-learning pytorch
Last synced: 09 Jan 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: 15 Dec 2024
https://github.com/ltfschoen/aind2-cnn
classification convolutional-neural-networks deep-neural-networks global-average-pooling image-augmentation image-recognition keras loss-functions mlp model-architecture multi-layer-architecture multi-layer-perceptron one-hot-encode optimiser tensorflow testing training validation
Last synced: 02 Feb 2025
https://github.com/gokulnpc/iris-detection
This project focuses on iris detection using deep learning techniques. The model architecture combines the power of ResNet152V2, a pre-trained convolutional neural network (CNN), with additional convolutional layers to accurately detect and localize iris regions in images.
convolutional-neural-networks deep-neural-networks iris-detection resnet
Last synced: 02 Feb 2025
https://github.com/emaballarin/rddl
Rapid Deployment Deep Learning
anaconda-environment artificial-intelligence deep-learning deep-neural-networks infrastructure machine-learning python3 scaffold
Last synced: 27 Nov 2024
https://github.com/iwas-coder/guanaco
A simple, uncomplicated, multilayered Neural Network framework written in pure C.
ai ai-models c deep-learning deep-neural-networks header-only neural-network stb
Last synced: 28 Nov 2024
https://github.com/mozturan/mlanddl-withwebapp
Web app to perfom machine learning algorithms (both for regression and classification) on almost ready datasets.
decision-trees deep-learning deep-neural-networks heatmap linear-regression logistic-regression machine-learning streamlit web-application
Last synced: 23 Dec 2024
https://github.com/harlockofficial/msthesisproject
University MS Thesis Project, Controlling an avatar in a Virtual Environment via EEG Motor Imagery
dataset-augmentation deep-learning deep-neural-networks eeg eeg-classification latex motor-imagery motor-imagery-classification motor-imagery-eeg python3 submodules thesis thesis-project university university-project websockets
Last synced: 04 Dec 2024
https://github.com/iamgmujtaba/gif-celeba
A complete guide on how to generate animated images by detecting character face and gender using the CNN model.
celeba cnn-classification cnn-keras deep-neural-networks keras keras-tensorflow
Last synced: 16 Dec 2024
https://github.com/rabbicse/face-app
A Face recognition system using TensorFlow.js for in-browser image processing and backend services powered by PyTorch, Qdrant, RetinaFace, ArcFace, and OpenCV for detection, embedding, and similarity matching. This setup ensures efficient, secure, and accurate facial recognition.
arcface deep-neural-networks docker docker-compose face-detection face-recognition machine-learning nextjs numpy opencv python pytorch react retinaface tensorflowjs typescript typescript-react
Last synced: 09 Jan 2025
https://github.com/jsdhami/data-science-with-python
Data Science With Python->Target: AI/ML
ai articicial-inteligence deep-learning deep-neural-networks mathematics-machine-learning matplotlib ml numpy pandas python pytourch statistics tensorflow
Last synced: 10 Dec 2024
https://github.com/justsecret123/one-piece-characters-detector
An object detector trained with a Kaggle GPU, using Tensorflow and a fine-tuned ssd resnet50.
artificial-intelligence computer-vision convolutional-neural-networks deep-learning deep-neural-networks docker fine-tuning jupyter kaggle kaggle-dataset matplotlib numpy object-detection python single-shot-detector tensorflow tensorflow-object-detection tensorflow-serving transfer-learning
Last synced: 23 Dec 2024
https://github.com/ahammadmejbah/tensorflow-developers
Welcome to the TensorFlow 90-Day Guide, your comprehensive roadmap to mastering TensorFlow and Neural Networks in just three months! This guide is meticulously structured to take you from a beginner to an advanced practitioner, equipped with the knowledge and hands-on experience to build, train, and deploy sophisticated machine learning models.
data-science data-visualization deep-learning deep-neural-networks deep-reinforcement-learning tensorflow tensorflow-models tensorflow-tutorials
Last synced: 11 Dec 2024
https://github.com/crispengari/cv-torch
computer vision notebooks for pytorch projects.
computer-vision deep-learning deep-neural-networks python pytorch torch
Last synced: 16 Dec 2024
https://github.com/sayannath/linear-app
An ANN model is built and trained and exported to tflite format. Then it is integrated into Android App.
android ann deep-learning deep-neural-networks java keras machine-learning tensorflow tflite
Last synced: 11 Dec 2024
https://github.com/asim-2000/asim-2000
🚀 This is my GitHub Profile ReadMe.
deep-neural-networks develepor introduction java javascript projects python research
Last synced: 10 Jan 2025
https://github.com/monzerdev/real-time-sign-language-detection
A real-time detection system for sign language alphabets and numeric gestures using MediaPipe and a Convolutional Neural Network (CNN). Features hand landmark detection, classification, and real-time feedback.
cnn computer-vision convolutional-neural-networks deep-learning deep-neural-networks mediapipe opencv pandas python pytorch real-time scikit-learn signlanguagedetection
Last synced: 01 Jan 2025
https://github.com/arif-miad/image-classification
pre-trained image classification models use prior knowledge to recognize patterns in images, speeding up training and improving accuracy.
computer-vision deep-neural-networks kaggle-dataset keras python pytorch resnet-50 tensorflow transfiterlearning vgg19
Last synced: 12 Dec 2024
https://github.com/samanyougarg/dl-mnist
Deep Learning on the MNIST Handwritten Digits Dataset.
deep-learning deep-neural-networks keras mnist python tensorflow
Last synced: 13 Dec 2024
https://github.com/yannick-kees/mlp
Build MLP from scratch only using Numpy. Able to perform simple supervised learning problems in any dimension and with variable layer configurations. It can also be used for Auto-Encoder problems.
autoencoder deep-learning deep-neural-networks mlp numpy-tutorial
Last synced: 23 Jan 2025
https://github.com/susmitha-26/emotion-based-music-player
Application for recommending music based on your facial expressions using FER 2013 dataset and Spotify api
convolutional-neural-networks css deep-neural-networks haarcascade-frontalface html machine-learning-algorithms mediapipe-face-detection neumorphism opencv python3 spotipy-api visualtesting workflows-and-systems
Last synced: 17 Dec 2024
https://github.com/ducthienbui97/pokedex
I am making a real pokedex with a model 85% accuracy top 1, 91% top 3, 93% top 5
classifier cnn cnn-keras deep-learning deep-neural-networks jupyter-notebook keras pokemon python tensorflow
Last synced: 17 Dec 2024
https://github.com/nikhilcodes/draw-anywhere
Not just any simple Digit Recognition. MNIST Digit Recognition got lot more Interesting!
computer-vision cv2 deep-learning deep-neural-networks drawing-app illusion keras-neural-networks opencv opencv-python
Last synced: 17 Dec 2024
https://github.com/marcogdepinto/panoramamodelserving
Using Java and deeplearning4j to serve a Keras model.
deep-learning deep-neural-networks deeplearning deeplearning4j java keras python
Last synced: 17 Dec 2024
https://github.com/tanishqjasoria/deeplearning
Implementation of some Neural Network architecture using Numpy, TensorFlow and Keras.
convolutional-neural-networks deep-learning deep-neural-networks residual-learning tensorflow transfer-learning
Last synced: 23 Dec 2024
https://github.com/hsprcode/audio-signal-classification-using-convolutional-neural-networks
Extracted features and classified GTZAN Dataset via deep neural networks with reduced number of parameters and achieved a maximum of 81.62% classification accuracy using 1D-CNN.
audio-analysis audio-processing convolutional-neural-networks deep-neural-networks musicgenre python
Last synced: 18 Dec 2024
https://github.com/sonu275981/pose-detection-by-using-ml5.js-library
Pose Detection in the Browser: PoseNet Model
css deep-neural-networks html5 javascript machine-learning ml5js p5-js pose-estimation posenet tensorflow
Last synced: 24 Dec 2024
https://github.com/victordibia/neuraldreams
Visual Exploration of Representations Learned by Convolutional Neural Networks
cnn deep-learning deep-neural-networks explainability visualization
Last synced: 10 Jan 2025
https://github.com/paragghatage/artify
Artify is a Neural Style Transfer project that blends the artistic patterns of a style image with the content of another image using deep learning techniques. It leverages the VGG19 model to extract content and style features, enabling the creation of visually stunning artwork that merges textures, colors, and patterns from different sources.
art computer-vision deep-learning deep-neural-networks machine-learning
Last synced: 18 Dec 2024
https://github.com/spy16/churn-prediction
Customer churn prediction using Deep Neural Network.
deep-neural-networks keras-neural-networks keras-tensorflow prediction-model
Last synced: 01 Jan 2025
https://github.com/spy16/cats-and-dogs
cats-and-dogs is a Convolutional Neural Network for classifying cats and dog pictures.
classification convolutional-neural-networks deep-neural-networks
Last synced: 01 Jan 2025
https://github.com/kalthommusa/stop-signs-application
Develop a custom classifier with PyTorch and transfer learning techniques to recognize stop signs, and then deploy it as a web application using Code Engine on IBM cloud.
cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks image-classification image-recognition python pytorch resnet-18 stop-sign-detection transfer-learning
Last synced: 17 Jan 2025
https://github.com/kalthommusa/deep-neural-networks-with-pytorch
Collection of Coursera's Deep Neural Networks with PyTorch course by IBM labs notebooks.
cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks neural-network pytorch pytorch-cnn
Last synced: 17 Jan 2025
https://github.com/kalthommusa/face-mask-application
Develop a custom classifier with PyTorch and transfer learning techniques to recognize face masks, and then deploy it as a web application using Code Engine on IBM cloud.
cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks face-mask-classification image-classification image-recognition python pytorch resnet-18 transfer-learning
Last synced: 17 Jan 2025
https://github.com/donaldte/my-master-project-solar-radiation-prediction
Solar radiation Prediction Cameroon
ann cameroon cameroun deep-neural-networks knn-algorithm machine-learning-algorithms predictive-modeling region solar solar-energy solar-irradiation solar-system
Last synced: 19 Dec 2024
https://github.com/danmorales/fraud_detection
Modelagem para detecção de fraudes em cartões de crédito
credit-card-fraud deep-learning deep-neural-networks fraud-detection fraud-prevention keras machine-learning python
Last synced: 27 Dec 2024
https://github.com/saturnism/udacity-730-deep-learning-notebook
Ray's Udacity UD730 Deep Learning notes
deep-learning deep-neural-networks jupyter-notebook machine-learning python udacity udacity-android-nanodegree
Last synced: 10 Jan 2025
https://github.com/louis030195/xmoto_learning
reinforcement learning algorithms for xmoto_gym environment
artificial-intelligence deep-learning deep-neural-networks deeplearning machine-learning machinelearning python reinforcement-learning
Last synced: 25 Dec 2024
https://github.com/rakibhhridoy/easywaydiveinto-datascience
Data Science is not as easy as it seems at first. The most problem faced by new learner are lack of resource knowledge as well as confusion in using the various resources. I hope this repository will benefit confusion learner.
algorithms algorithms-implemented bayesian-statistics data-science deep-learning deep-neural-networks linear-algebra machine-learning matplotlib multivariate-calculus numpy optimization pandas python scikit-learn scipy seaborn statistics statsmodels tensorflow
Last synced: 25 Dec 2024
https://github.com/olitheolix/ds2data
Space Sim Inspired Data Set for Machine Learning Purposes
3d-models deep-learning deep-neural-networks machine-learning space-sim tensorflow
Last synced: 02 Jan 2025
https://github.com/justanhduc/spatial-transformer-network
A Theano implementation of the paper "Spatial Transformer Networks" by Jaderberg et al..
computer-vision deep-learning deep-neural-networks spatial-transformer-network theano
Last synced: 02 Jan 2025
https://github.com/justanhduc/multar
The official implementation of the ICASSP paper "A simple way of multimodal and arbitrary style transfer"
deep-learning deep-neural-networks python style-transfer theano
Last synced: 02 Jan 2025
https://github.com/lukasturcani/dnn
Implementations of deep network architectures in PyTorch.
cnn cnn-architecture cnn-classification dcgan deep-learning deep-neural-networks deeplearning gan gans image-inpainting neural-network neural-networks progressively-growing-gan
Last synced: 10 Jan 2025
https://github.com/sathyasris27/image-classification-using-dnn-and-cnn
The main aim of this project is to understand and implement deep neural network (DNN) and convolutional neural network (CNN) and see how these can be used for classification problems.
classification convolutional-neural-networks data-science deep-learning deep-neural-networks image-classification python
Last synced: 10 Jan 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/kingabzpro/mrna-vaccine-degradation-prediction
The model that will predict the degradation rates at each base of an RNA molecule.
covid-19 data-science deep-neural-networks mrna-stability vaccine
Last synced: 17 Jan 2025
https://github.com/ynstf/moboot
Moboot is a chatbot developed in Moroccan Darija, Based on a collection of Moroccan phrases and responses, Moboot has been trained to engage in relatively short conversations with users.
api boot css darija-nlp deep-neural-networks flask html neural-network nlp
Last synced: 11 Jan 2025
https://github.com/nobuyuki83/dnn_classify
object classification using deep neural network
classification deep-learning deep-neural-networks neural-network
Last synced: 04 Jan 2025
https://github.com/wapiti08/machine_learning_practice
the collections to practice the wide range of different machine learning skills
deep-neural-networks machine-learning nlp-machine-learning security-automation sklearn
Last synced: 04 Jan 2025
https://github.com/princep/blogsleepi
Blogs for Leepi Application
android androiddevchallenge deep-neural-networks edtech educational-project machine-learning
Last synced: 04 Jan 2025
https://github.com/puyuan1996/rl_mcts_intro
强化学习 (RL) 与蒙特卡洛树搜索 (MCTS) 相关学习资源
artificial-intelligence awesome deep-learning deep-neural-networks deep-reinforcement-learning introduction learning mcts monte-carlo-tree-search ppt reinforcement-learning resources rl search
Last synced: 04 Jan 2025
https://github.com/luluw8071/neural-network-from-scratch-using-numpy
A linear neural network from scratch using Numpy for training MNIST Dataset
deep-neural-networks digit-recognition-mnist mnist-classification neural-network-from-scratch numpy python
Last synced: 11 Jan 2025
https://github.com/tiskw/gaussian-process-bootstrapping-layer
PyTorch implementation of the Gaussian process bootstrapping layer
artificial-intelligence deep-neural-networks gaussian-processes machine-learning python pytorch
Last synced: 11 Jan 2025
https://github.com/barbarpotato/sentiment-analysis-bangkit-capstone-project
This Project was from Bangkit Capstone Project, the goal from this repository, is to built the sentiment analysis to classified the sentence is it the positive or the negative sentiment about the specific event organizer review.
deep-learning deep-neural-networks h5 natural-language-processing sentiment-analysis tflite-models
Last synced: 11 Jan 2025
https://github.com/vasugi2003/leather-defect-prediction-using-convolution-neural-network
Predicting Defects on Leather by using Image dataset from kaggle.
deep-neural-networks deeplearning image image-classification image-processing python
Last synced: 11 Jan 2025
https://github.com/mohamedezzeldeenhassanmohamed/deep-learning-projects-repository
Enjoy the major Deep Learning Projects !!!
cnn ctc deep-learning deep-neural-networks dl encoder-decoder fcnn gan lstm-neural-networks machine-learning ml openai-api python rnn
Last synced: 30 Jan 2025
https://github.com/ani717/anime_face_generation_with_gans
Random Anime Face Generation with Generative Adversarial Networks. DCGAN and WGAN-GP are used.
anime computer-vision convnets convolutional-neural-networks dcgan dcgan-pytorch deep-neural-networks deeplearning gans generative-adversarial-network python pytorch wgan-gp wgan-gp-pytorch
Last synced: 12 Jan 2025
https://github.com/sadmansakib93/petals-to-the-metal-flower-classification-kaggle
This notebook is the solution for Kaggle's Petals to the Metal - Flower Classification on TPU challenge: https://www.kaggle.com/c/tpu-getting-started
artificial-intelligence classification deep-learning deep-neural-networks densenet flower-classification kaggle kaggle-competition kaggle-petals keras keras-neural-networks notebook tpu-challenge transfer-learning
Last synced: 12 Jan 2025
https://github.com/amazon-science/contrastive_emc2
Code the ICML 2024 paper: "EMC^2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence"
contrastive-learning deep-neural-networks machine-learning machine-learning-algorithms mcmc-sampling multi-modal multi-modal-learning
Last synced: 12 Jan 2025
https://github.com/irishfix/universalnumerics.net
UniversalNumerics.NET is a versatile .NET package that can be used both in Unity and in normal C# projects. It simplifies common computational tasks, such as computing 2D line intersections, 2D segment intersections, 2D point within queries, 2D triangulation of points, 3D area voxelization and even creating deep neural network models.
artifical-intelligence artificial-neural-networks computational-geometry csharp csharp-library deep-learning deep-neural-networks dotnet mathematics triangulation triangulation-delaunay unity unity3d
Last synced: 12 Jan 2025
https://github.com/monzerdev/real-time-sign-language-recognition
A real-time detection system for sign language alphabets and numeric gestures using MediaPipe and a Convolutional Neural Network (CNN). Features hand landmark detection, classification, and real-time feedback.
cnn computer-vision convolutional-neural-networks deep-learning deep-neural-networks mediapipe opencv pandas python pytorch real-time recognition scikit-learn signlanguagedetection signlanguagerecognition
Last synced: 19 Jan 2025
https://github.com/ddofer/proteinbert
Protein language models using attention models
bioinformatics cafa deep-learning deep-neural-networks language-model machine-learning proteomics
Last synced: 30 Jan 2025
https://github.com/darkshadowcoder/ai-based-cloud-deployed-movie-recommendation-system
In this repository, I design an online movie recommendation system using Machine learning-deep learning and deployed on Azure
api deep-neural-networks flask-backend machine-learning-algorithms movie-recommendation reactjs test-automation
Last synced: 19 Jan 2025
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/chromonav/neuroprobe
My excursions in the world of Artificial Neural Networks
artificial-intelligence bayesian-deep-learning data-science deep-learning deep-neural-networks genetic-algorithms genetic-programming machine-learning tutorials
Last synced: 25 Jan 2025
https://github.com/mostafanabieh/transfer-learning-with-tensorflow-hub
Transfer-learning with Tensorflow v2
deep-learning deep-neural-networks google machine-learning machinelearning python tensorflow tensorflow-tutorials tensorflow2 transfer-learning
Last synced: 25 Jan 2025
https://github.com/aitor-alvarez/conversational-graph-neural-network
Conversational graph neural network models
conversational-ai deep-neural-networks graph-neural-network nlp-machine-learning
Last synced: 25 Jan 2025
https://github.com/eren23/nn-architecture-examples
A small collection of basic neural networks for different tasks using pytorch.
deep-neural-networks neural-network neural-network-architectures neural-network-example neural-network-tutorials neural-networks neural-networks-from-scratch pytorch pytorch-implementation
Last synced: 31 Jan 2025
https://github.com/neerajcodes888/cat-vs-dog-image-classification
Repository for a deep learning model that classifies images as either cats or dogs using deep learning techniques. The model is trained on a diverse dataset and achieves high accuracy in distinguishing between these two popular pet categories. Includes pre-processing scripts, model architecture, and evaluation metrics for seamless implementation
cats-vs-dogs cats-vs-dogs-classification deep-learning deep-neural-networks googlecolaboratory imageclassification python3
Last synced: 31 Jan 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/tinsaeabreham45/rock_paper_sc
cnn deep-learning deep-neural-networks machine-learning tensorflow
Last synced: 01 Feb 2025
https://github.com/ocramz/pytorch-playground
deep-learning deep-neural-networks sequence-models
Last synced: 01 Feb 2025
https://github.com/ahammadmejbah/the-90-day-pytorch-mastery-roadmap
Embark on a 90-day journey to master PyTorch! From tensor basics to advanced deep learning, each day offers lessons, hands-on exercises, and curated resources. Gain practical skills to confidently build, train, and deploy models across diverse applications.
ai artificial-intelligence data-engineering data-science data-visualization deep-learning deep-learning-algorithms deep-neural-networks python python-3 pytorch pytorch-cnn pytorch-gan pytorch-implementation pytorch-nlp pytorch-tutorial
Last synced: 20 Jan 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/travelxml/tensorflow-and-keras-sentiment-analysis-using-rnn
NLP: Sentiment Analysis using TensorFlow and Keras: This project implements a Recurrent Neural Network (RNN) to classify Amazon product reviews into different sentiment categories. It leverages text preprocessing, tokenization, and model training to predict the sentiment with high accuracy.
deep-learning deep-neural-networks deeplearning keras keras-tensorflow nlp rnn rnn-tensorflow sentiment-analysis tenserflow
Last synced: 21 Dec 2024
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/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/md-emon-hasan/ml_project_fake_news_predictin_using_deep_learning_with_lstm
📰 The Fake News Detection System uses deep learning techniques, specifically LSTM models, to classify news articles as real or fake.
ai cnn data-science deep-learning deep-neural-networks fake-new fake-news-detection gru keras lstm lstm-neural-networks machine-learning ml news-classification rnn sentiment-analysis tensorflow tensorflow-model text-classification text-processing
Last synced: 22 Jan 2025
https://github.com/akashash01/artificial_neural_network
It is an network of neurons that make up a human brain, so that machine can able to learn things and make decision like humans. This deep learning model is more flexible for regression and classification problems(linear & non-linear), susceptible to overfitting.
data-science datavisualization deep-learning deep-neural-networks python
Last synced: 14 Dec 2024
https://github.com/deepschneider/faces-dcgan
DCGAN for human faces generation (Radford architecture, Keras framework)
dcgan dcgan-keras dcgan-model deep-learning deep-neural-networks deepfakes face-generation gan gan-keras image-generation image-generator keras keras-models keras-tutorials python radford
Last synced: 16 Jan 2025