Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Keras
Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.
- GitHub: https://github.com/topics/keras
- Wikipedia: https://en.wikipedia.org/wiki/Keras
- Repo: https://github.com/keras-team
- Created by: François Chollet
- Released: March 27, 2015
- Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
- Last updated: 2025-02-12 00:16:24 UTC
- JSON Representation
https://github.com/geo-tp/image-ocr
Continuity of keras-ocr to work with the latest versions of python. A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
ai character image keras ocr recognition
Last synced: 20 Jan 2025
https://github.com/arrrsunny/blockyai
This is the educational project that allow user to build up their own AI model with various blocks:
ai blocks keras python3 tensorflow
Last synced: 21 Dec 2024
https://github.com/capellax02/face-age-expression-detector
My first AI project for estimating age and recognizing facial expressions. UTKFace and FER-2013 datasets were used as well as some popular Python libraries like OpenCV, TensorFlow, and Keras.
ai fer-2013 keras tensorflow utkface
Last synced: 26 Jan 2025
https://github.com/supreme-gg-gg/block-ml
Build neural networks with blocks (Scratch!)
artificial-intelligence block-coding blockly keras machine-learning neural-network node-js scratch tensorflow
Last synced: 09 Feb 2025
https://github.com/justindavies/cocoonaks
Demo for Edinburgh OSS Summit
aks azure demo keras kubernetes tensorflow virtual-kublet
Last synced: 03 Feb 2025
https://github.com/snehilsanyal/traffic_sign_detection_gtsrb
Notebook and model for German Traffic Sign Recognition Benchmark (GTSRB) Dataset. The notebook contains an extensive EDA for the dataset and trains a CNN classifier on the benchmark.
cnn computer-vision deep-learning gtsrb keras traffic-sign-detection
Last synced: 04 Feb 2025
https://github.com/dpinthinker/lightning_talk_2017
This is the keynotes and demo notebook for GDG Festival 2017 Beijing Lightning Talk
keras tesorflow textclassification
Last synced: 27 Jan 2025
https://github.com/ryantusi/chatbots
(under development) Welcome to the Chatbots Repository! These chatbots were developed as part of the "Build a Chatbot with Python Skill Path" course from Codecademy, covering three types of chatbots: rule-based chatbot, retrieval-based chatbot, and generative chatbot.
artificial-intelligence chatbot deep-learning generative-ai keras lstm machine-learning natural-language-processing python tensorflow
Last synced: 20 Jan 2025
https://github.com/iv4n-ga6l/objects_detection_with_neural_network_training_visualization
Real-time Object Detection and Neural Network Training Visualization
keras matplotlib neural-network neural-network-training neural-network-visualizations numpy object-detection opencv python tensorflow ultralytics
Last synced: 31 Jan 2025
https://github.com/sefakcmn00/tensorflow_car_price_analysis
In this project, after extracting the data sets as csv, we tried to represent the car prices graphically and schematically by using data analysis and data visualization methods. We checked the connection of the car prices we analyzed with other data, then we created a 4-layer and 12-neuron system.
data datatrain keras machine-learning matplotlib-pyplot pandas seaborn sklearn tensorflow
Last synced: 13 Jan 2025
https://github.com/uea-geral/rna-garbage-classification
🗑Domestic Garbage Classification built in Python and Keras
cnn garbage-classification jupyter keras python
Last synced: 11 Oct 2024
https://github.com/tynab/animal-chess
Animal Chess
a-star a-star-algorithm animal-chess bfs bfs-algorithm board-game breadth-first-search breadth-first-search-algorithm chess chess-game cnn deep-learning game keras numpy pandas scikit-learn search-algorithm sklearn tensorflow
Last synced: 02 Feb 2025
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/ruban2205/face-mask-detector
This repository contains code and resources for a real-time face mask detection system using deep learning techniques. The system can identify whether a person is wearing a face mask or not, making it useful for applications in public safety, healthcare, and security.
face-detection keras machine-learning python-programming tensorflow
Last synced: 22 Jan 2025
https://github.com/danielstankw/vgg16_xray_image_classifier
Image Classification (3 classes) using VGG-16 Deep Learning Model
covid-19 image image-classification keras tensorflow2 vgg16
Last synced: 02 Jan 2025
https://github.com/ryandsilva/machine-learning-starters
Common Machine Learning Examples :computer:
decision-trees deep-learning genetic-algorithm keras lightfm machine-learning naive-bayes nlp object-detection opencv pandas python random-forest scikit-learn scikit-surprise svm svr tensorflow textblob tpot
Last synced: 03 Feb 2025
https://github.com/tynab/linear-regression
CyberSoft Deep Learning Internal - Linear Regression
anaconda-navigator cybersoft cybersoft-academy cybersoft-academy-deep-learning cybersoft-academy-deep-learning-internal cybersoft-academy-dl cybersoft-academy-dl-internal cybersoft-deep-learning cybersoft-deep-learning-internal cybersoft-dl cybersoft-dl-internal deep-learning dl google-colab jupyter-notebook keras linear-regression python tensorflow yan
Last synced: 02 Feb 2025
https://github.com/simranjeet97/machine-learning
How to Setup Machine Learning Environment in Your PC or Laptop ? How to install Machine Learning Libraries ? How to Build ML Models, Algorithms and Other Stuff ??Your all Questions are answer here !!!!
algorithm deep-learning environment-configuration keras libraries machine-learning numpy pandas scipy tensorflow
Last synced: 14 Jan 2025
https://github.com/techeng322/alphagozero
Unofficial attempt to rebuild AlphaGo Zero
Last synced: 28 Dec 2024
https://github.com/prashver/stock-price-prediction-lstm
Using Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM), this project predicts Nestle India stock prices. The dataset spans from May 18, 2018 to May 20, 2022, and results are visualized using matplotlib.
keras lstm-model matplotlib numpy pandas recurrent-neural-network
Last synced: 14 Jan 2025
https://github.com/abdullahwaqar/stock_prediction
The goal of this project is to accurately predict the future closing value of a given stock across a given period of time in the future.
ai keras ltsm machine-learning stock-analysis stock-price-prediction tensorflow
Last synced: 20 Jan 2025
https://github.com/adrianocleao/talking-hands
Talking Hands is a project that uses MediaPipe and TensorFlow/Keras for real-time recognition of Brazilian Sign Language (LIBRAS). MediaPipe captures hand, facial, and body landmarks, which are processed by a TensorFlow-based neural network to transcribe signs into text and convert them into Portuguese audio.
computer-vision deep-learning keras libras machine-learning mediapipe sign-language tensorflow
Last synced: 04 Jan 2025
https://github.com/coding-enthusiast9857/deep_learning_projects
Welcome to the Deep Learning Projects Repository! This repository is a collection of hands-on projects related to deep learning, covering a wide range of topics and applications.
ai ann cnn cv deep-learning deep-neural-networks dl gan image-processing keras ml nlp python pytorch rnn tensorflow transfer-learning
Last synced: 14 Jan 2025
https://github.com/wkambale/keras-gemini
A Python package that combines the power of Keras with Gemini for natural language-driven neural network building.
Last synced: 24 Dec 2024
https://github.com/abhaskumarsinha/Corpus2GPT
Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.
attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow
Last synced: 20 Oct 2024
https://github.com/nitesh-thapliyal/brailleease
Understand Braille code with ease!
cnn flask keras python tensorflow
Last synced: 18 Jan 2025
https://github.com/swift-earth-science/cris-xco-ml
Fast Carbon Monoxide Column (XCO) Estimation from Cross-track Infrared Sounder (CrIS) Observations Using Machine Learning
air-quality carbon-monoxide cris earth-observation earth-science jupyter-notebook keras machine-learning python remote-sensing tensorflow xco
Last synced: 13 Jan 2025
https://github.com/exortions/diabetes-prediction-with-neural-networks
Predicting if a patient has diabetes based on a training set with an accuracy of ~80%
keras keras-tensorflow matplotlib matplotlib-pyplot neural-network pandas pandas-dataframe pandas-python python python3 reinforcement-learning reinforcement-learning-algorithms seaborn sklearn tensorflow training-data training-project
Last synced: 27 Dec 2024
https://github.com/cassanof/patient_api
A full-stack app that predicts cancer diagnosis using machine learning
cancer-detection golang keras machine-learning postgresql rest-api tensorflow
Last synced: 28 Jan 2025
https://github.com/naivenlp/rapidnlp-datasets
Data pipelines for both TensorFlow and PyTorch!
dataset-loader keras masked-language-models pytorch question-answering sequence-classification simcse tensorflow token-classification
Last synced: 21 Dec 2024
https://github.com/florianwoelki/titanic_classification
This is a binary classification problem for the titanic dataset.
deep-learning jupyter-notebook kaggle keras machine-learning python tensorflow titanic titanic-dataset
Last synced: 27 Jan 2025
https://github.com/jesly-joji/violence-detection
Violence Detection
hybrid-architecture keras streamlit transfer-learining
Last synced: 11 Feb 2025
https://github.com/anas436/face-mask-detection-ai
A Web App for Real Time and Image Face Mask Detection Using Streamlit
keras opencv streamlit tensorflow
Last synced: 01 Feb 2025
https://github.com/frostbyte012/computer-vision-project-ay-2024
This project presents a real-time face emotion detection system implemented as a full-stack desktop application. The system integrates deep learning techniques to accurately classify human emotions, including happiness, sadness, anger, surprise, disgust, fear, and neutral expressions, from live video streams or camera inputs. Download apk file :-
android android-app computer-vision deep-learning java keras mlkit opencv tensorflow tensorflow-lite
Last synced: 13 Jan 2025
https://github.com/artiomn/life
Life game for the test task
cpp cpp17 game gol keras keras-tensorflow life neural-network python test-task
Last synced: 20 Jan 2025
https://github.com/machphy/youtube_sentiment_analysis_api
analyzes sentiment in YouTube video comments using the YouTube Data API and a pre-trained model. It fetches comments, performs sentiment analysis, and visualizes the results on a web interface.
api flask gcp jinja2 keras matplotlib python requests tensorflow
Last synced: 13 Jan 2025
https://github.com/yangboz/transferlearning4dentist
Transfer Learning for Dentist diagnosis aid , an intelligent healthcare application for train/validate/test/predict.
bottleneck-features dataset deep-learning fine-tuning image-classification image-recognition keras python transfer-learning
Last synced: 27 Oct 2024
https://github.com/legendarym4x/data_science
Data Science Course
jupyter-notebook keras matplotlib nltk numpy pandas scikit-learn spacy tensorflow
Last synced: 18 Jan 2025
https://github.com/vietanh152/astrophysical-objects-classification
Project applies machine learning techniques to classify astrophysical objects using observational data from the Large Synoptic Survey Telescope (LSST).
adaboost adaptive-boosting-algorithm down-sampling gradient-boosting keras machine-learning neural-network python scikit-learn static-analysis supervised-learning support-vector-machines time-series time-series-analysis
Last synced: 09 Feb 2025
https://github.com/metawake/speech_to_orders_cli
deep-learning keras neural-networks pyaudio python speech-recognition tensorflow
Last synced: 02 Feb 2025
https://github.com/r1j1t/reinforcement_learning_project
Reinforcement learning implementation for 2 very popular games namely Pong and cartpole via Deep Q learning and Policy gradient
cartpole-v1 keras openai-gym policy-gradient pong q-learning reinforcement-learning
Last synced: 03 Feb 2025
https://github.com/pjarbas/image-classification
Image classification with tensorflow/keras
computer-vision deep-learning keras opencv tensorboard tensorflow
Last synced: 21 Jan 2025
https://github.com/r1j1t/transfer-learning
Use of transfer learning to overcome the challenges of a small dataset in the prediction of Pneumonia from chest X-rays
callback dataset kaggle keras pneumonia transfer-learning
Last synced: 03 Feb 2025
https://github.com/ebrahimgolriz/face-recognition-with-cnn
Developed a convolutional neural network (CNN) utilizing FaceNet to detect and identify multiple faces in an image with high accuracy.
cnn deep-learning face-recognition facenet keras support-vector-machines vgg16
Last synced: 09 Feb 2025
https://github.com/teo-sl/cs-go-analysis
This is a university project for my Data Mining course. This work focuses on a binary classification task (related to CS-GO); which team will win?
ann classification cs-go data-mining datamining decision-trees keras knn neural-network prediction sklearn tuning
Last synced: 16 Jan 2025
https://github.com/nihalrt/ltsm-cloud-predict
AI-powered time-series forecasting system that predicts CPU, Memory, Network, and Disk utilization in cloud environments using LSTM neural networks.
keras ltsm matplotlib pandas python tensorflow
Last synced: 09 Feb 2025
https://github.com/linsanity03/flower_prediction
Predict the species of flower by using pre-built classifier model from tensorflow
keras machine-learning prediction-model tensorflow
Last synced: 10 Feb 2025
https://github.com/sambhu431/xray-pneumonia-classification-cnn-project
This project utilizes (CNN) to accurately classify X-Ray images for pneumonia detection. It explores three different approaches to handle data imbalance and achieve optimal model performance. The project includes detailed evaluation metrics and use Streamlit which enables a seamless classification.
cnn cnn-model cv2 deep-learning keras keras-tensorflow penumonia pneumonia-classification smote streamlit tensorflow xray xray-images
Last synced: 02 Feb 2025
https://github.com/mohit1106/fraud-detection
an anomaly detection system on 284,807 transactions, achieving an AUC of ~0.972 with CNNs and Autoencoders.
autoencoders cnn-model isolation-forest keras python scikit-learn tensorflow
Last synced: 02 Feb 2025
https://github.com/josephmars/cifar10_transfer_learning
Transfer Learning (TL) experiment with pre-trained VGG16 model for classifying CIFAR10 images with varying training dataset sizes.
cifar10 keras neural-network transfer-learning vgg16
Last synced: 09 Feb 2025
https://github.com/zakircodearchitect/intent-classifiers-on-regression-models
This project compares five optimization algorithms (GD, SGD, Momentum, RMSProp, and Adam) on Univariate Linear Regression and a neural network for Intent Classification with the ATIS dataset. It evaluates convergence speed, stability, and final loss, showing that Adam delivers the best performance across both models.
atis-dataset intent-classification jupyter-notebook keras keras-neural-networks matplotlib numpy python regression-models tenserflow
Last synced: 29 Dec 2024
https://github.com/zensam7/weather_predictor
AI Weather Predictor
keras neural-network predictor weather-app
Last synced: 03 Feb 2025
https://github.com/asirwad/image-classifier-tensorflow-fashionmnist
👕Image Classifier on Fashionmnist🩳 dataset using custom keras model with 5 hidden dense layers.👟
deep-learning fashion-mnist-dataset keras tensorflow
Last synced: 21 Jan 2025
https://github.com/emogooo/neurogennet
The aim of this study is to develop a deep learning model using CNNs for accurate brain tumor diagnosis and to optimize hyperparameters through genetic algorithms.
brain-tumor-classification cnn genetic-algorithm keras tensorflow
Last synced: 21 Jan 2025
https://github.com/emogooo/deepskinde
The aim of this study is to develop a deep learning model using CNNs for accurate skin cancer diagnosis from the ISIC-2019 dataset and to optimize hyperparameters using differential evolution algorithms.
cnn differential-evolution isic isic-2019 isic-challenge keras tensorflow
Last synced: 21 Jan 2025
https://github.com/emogooo/dermanet
Developing a CNN-based model to diagnose skin cancer using the ISIC-2019 dataset.
cnn isic isic-2019 isic-challenge keras tensorflow
Last synced: 21 Jan 2025
https://github.com/rooom13/deeplearn-tutorial
Deep Learning tutorial using TensorFlow with Python. Overview of TensorFlow, Keras, CNN... (in progres)
computer-vision deep-learning keras machine-learning neural-network python tensorflow udacity-course
Last synced: 25 Jan 2025
https://github.com/sisolieri/cnn-cifar10-classification
Classification of CIFAR-10 images using a CNN model as part of my Master's in Data Science. 12 experiments were conducted to improve accuracy, achieving 90.7% with data augmentation. Future work focuses on refining transfer learning techniques.
cifar10 cnn-classification convolutional-neural-networks data-augmentation deep-learning image-classification keras machine-learning python tensorflow transfer-learning
Last synced: 06 Feb 2025
https://github.com/wkambale/keras_gemini
A Python package that combines the power of Keras with Gemini for natural language-driven neural network building.
Last synced: 24 Oct 2024
https://github.com/fedesgh/ann_regression_for_house_price_using_keras_tuner
ANN model optimized with keras tuner
breusch-pagan heteroscedasticity keras keras-tuner statsmodels
Last synced: 12 Dec 2024
https://github.com/swsword1234/xray-pneumonia-classification-cnn-project
This project utilizes (CNN) to accurately classify X-Ray images for pneumonia detection. It explores three different approaches to handle data imbalance and achieve optimal model performance. The project includes detailed evaluation metrics and use Streamlit which enables a seamless classification.
cnn cnn-model cv2 deep-learning keras keras-tensorflow penumonia pneumonia-classification smote streamlit tensorflow xray xray-images
Last synced: 10 Feb 2025
https://github.com/nickklos10/concrete-compressive-strenght-prediction
This project predicts concrete compressive strength using a neural network regression model built with Keras.
jupyter-notebook keras matplotlib numpy pandas python scikit-learn
Last synced: 24 Oct 2024
https://github.com/musty-ess/traffic-sign-recognition-with-tensorflow-ai
This project implements a neural network using TensorFlow to classify images of traffic signs from the German Traffic Sign Recognition Benchmark (GTSRB) dataset. The model accurately identifies different types of traffic signs, such as stop signs, speed limit signs, and yield signs, among others.
ai artificial-intelligence autonomous-driving computer-vision convolutional-neural-networks deep-learning image-classification image-processing keras machine-learning neural-network opencv python supervised-learning tensorflow traffic-sign-detection traffic-sign-recognition
Last synced: 06 Feb 2025
https://github.com/md-emranhossen/potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
cnn-classification cnn-keras convolutional-neural-networks data-science deep-learning keras keras-tensorflow python3 tensorflow
Last synced: 09 Feb 2025
https://github.com/lbp2563/glasses-detection-from-human-face-images
This project uses TensorFlow and Keras to develop a deep learning model for detecting glasses on human faces in images. It employs convolutional neural networks (CNNs) to classify images into "with glasses" and "without glasses" categories, offering a versatile tool for applications like facial recognition and virtual try-on experiences.
deep-neural-networks glass-detection keras keras-neural-network neural-network
Last synced: 21 Jan 2025
https://github.com/lbp2563/graph-classification-using-graph-convolutional-network-gcn-
This project implements a Graph Convolutional Network (GCN) using PyTorch Geometric for graph classification. The model is trained on the MUTAG dataset, which consists of chemical compounds labeled according to their mutagenicity.
compound-components keras mutagen-synthesis neural-network tensorflow
Last synced: 21 Jan 2025
https://github.com/maxstrange/scifi-titles
Neural Networks to make Scifi Book Titles
ai keras machine-learning recurrent-neural-networks scifi
Last synced: 02 Feb 2025
https://github.com/rhythmusbyte/sign-language-to-speech
Real-time ASL interpreter using OpenCV and TensorFlow/Keras for hand gesture recognition. Features custom hand tracking, image preprocessing, and gesture classification to translate American Sign Language into text output. Built with accessibility in mind.
asl assistive-technology cv2 hand-tracking handdetection image-classification image-processing keras machine-learning mediapipe numpy opencv python real-time-detection real-time-recognition sign-language tensorflow
Last synced: 09 Feb 2025
https://github.com/evanch98/predict-concrete-strength-keras
Predict-concrete-strength deep learning model trained using Keras. This project is part of the IBM AI Engineering Professional Certificate.
deep-learning google-colab jupyter-notebook keras keras-tensorflow numpy pandas python regression-models scikit-learn
Last synced: 22 Jan 2025
https://github.com/sckonung/crab-age-regression
ML model for regression with a crab age dataset Competition in Kaggle
keras machine-learning pandas python scikit-learn tensorflow
Last synced: 21 Dec 2024
https://github.com/amiriiw/text_classification
Welcome to the Text Classification Project! This project is designed to train a model for classifying texts based on their emotional content and then using it to categorize new texts into corresponding emotional categories.
keras numpy pandas pickle scikit-learn tensorflow text-classification
Last synced: 21 Dec 2024
https://github.com/tawounfouet/road-to-deeplearning-mastery
Documenting my deeplearning learning journey
cnn deep-learning keras lstm rnn tensorflow
Last synced: 06 Jan 2025
https://github.com/hxdhttk/docsclassification
Text vectorizer in F# and classification models in two flavors using Keras.
fsharp keras keras-tensorflow python text-classification
Last synced: 03 Feb 2025
https://github.com/yaminibhole/fake_news_classifier
A deep learning project for classifying news articles as real or fake using a Bidirectional LSTM model. It includes steps for preprocessing text data, building and training the model, and evaluating its performance.
bi-lstm-model fake-news-classification keras nlp python tensorflow
Last synced: 21 Dec 2024
https://github.com/mahendra077/vegetable-recognition-using-cnn
Recognition of Vegetables using neural networks
cnn cnn-classification cnn-keras keras neural-network tensorflow transfer-learning
Last synced: 09 Feb 2025
https://github.com/amiriiw/gesture_recognition
Welcome to the Gesture Recognition Project! This project is designed to train a model to recognize hand gestures from images, and then use that model to detect gestures in real-time.
gesture-recognition json keras matplotlib numpy pathlib tensorflow
Last synced: 21 Dec 2024
https://github.com/opixelum/finance-news-sentiment-classifier
Tells if a finance news is either negative, neutral or positive.
artificial-intelligence classification finance keras sentiment-analysis tensorflow
Last synced: 21 Dec 2024
https://github.com/fanisgl/cnn_machine_learning
A Machine Learning exercise that trains Convolutional Neural Network (CNN) using the tensorflow 2 and Keras libraries to predict images from the CIFAR-10 dataset.
data-science keras machine-learning neural-networks numpy pandas pooling-layers relu softmax tensorflow2
Last synced: 21 Dec 2024
https://github.com/matteo-stat/mobilevit-a-mobile-friendly-vision-transformer
A Keras implementation of the MobileViT architectures, built from scratch using TensorFlow and Python.
cnn computer-vision image-classification keras mobilevit mobilevitv1 neural-network-architectures neural-network-from-scratch tensorflow transformers
Last synced: 21 Dec 2024
https://github.com/matteo-stat/convmixer-patches-are-all-you-need
A Keras implementation of the ConvMixer architecture from the paper "Patches are all you need?", built from scratch using TensorFlow and Python.
computer-vision convmixer image-classification keras neural-network-architectures neural-networks-from-scratch tensorflow
Last synced: 21 Dec 2024
https://github.com/yassizh/brain-tumor-detection
Our project leverages AI, specifically transfer learning with Keras and TensorFlow, to detect brain tumors from MRI images. We are developing a precise algorithm, evaluating its performance, and creating a user-friendly interface for healthcare professionals.
brain-tumor-detection cnn computer-vision deep-learning detection image-processing jupyter-notebook keras preprocessing pyqt5 tensorflow transfer-learning
Last synced: 21 Dec 2024
https://github.com/pejpero/neural_network_regression_and_classification
This repository contains neural network regression models built from scratch and using Keras for comparison. It visualizes training and testing performance, analyzing MSE, R², and decision boundaries. The project demonstrates learning techniques and optimization for regression tasks.
data-visualization keras machine-learning neural-network regression
Last synced: 21 Dec 2024
https://github.com/harmanveer-2546/retinal-disease-classification
The number of visually impaired people worldwide is estimated to be 2.2 billion, of whom at least 1 billion have a vision impairment that could have been prevented or is yet to be addressed. Early detection and diagnosis of ocular pathologies would enable forestall of visual impairment.
3d-graph classification confusion-matrix densenet dropout keras matplotlib maxpooling2d opencv os plotly retinal-diseases retinal-images seaborn sequential-models tensorflow test-train-split visualization
Last synced: 21 Dec 2024
https://github.com/alejandranvillarreal/leap-atmospheric-physics-using-ai-climsim-
Competition Notebook - LEAP Atmospheric Physics using AI (ClimSim)
climate-change climate-data climate-science climsim competition-project kaggle-competition keras keras-tensorflow neural-network tensorflow
Last synced: 21 Dec 2024
https://github.com/gusgitmath/braintumorclassifier-cnn-tf2.16
TensorFlow 2.16 CNN for brain tumor classification with 99.7% accuracy. Features data augmentation, ReduceLROnPlateau, ModelCheckpoint for optimization, and GPU support. Explore the efficient architecture and training process.
classification convolutional-neural-networks deep-learning keras machine-learning python tensorflow
Last synced: 21 Dec 2024
https://github.com/harmanveer-2546/mystery-planet
Exoplanet Hunting in Deep Space.
batchnormalization cnn deep-learning deep-space densenet exoplanets hunting keras linearregression mystery pooling-layers python roc-auc-score roc-curve scipy space standardscaler tensorflow
Last synced: 21 Dec 2024
https://github.com/minhosong88/wide_and_deep_network_bank_marketing
This project is part of a lab assignment where we explored the application of wide and deep networks to the Bank Marketing dataset.
keras machine-learning neural-network optimization python tensorflow wide-and-deep
Last synced: 21 Dec 2024
https://github.com/melihemin/tumor-segmentation
Deep learning model to detect stroke symptoms using Keras UNet
Last synced: 21 Dec 2024
https://github.com/pradeep31747/smartsuggest-personalized_product_recommendations
This project implements a personalized product recommendation system using machine learning techniques to enhance user experience and drive engagement.
jupyter-notebook keras numpy pandas pyhton scikit-learn sql tensorflow vscode
Last synced: 21 Dec 2024
https://github.com/abhaypancholi/transformer_summarizer
This project is focused on making use of the transformer as a summarizer while using the two form of attention mechanism. All the code for the transformer is implemented from scratch in order to understand the in-depth working of each component.
attention-mechanism encoder-decoder-model keras natual-language-processing tensorflow transformer transformer-architecture
Last synced: 21 Dec 2024
https://github.com/yash-rewalia/emotion_detection_cnn_deep_learning
This project focuses on emotion detection using Convolutional Neural Networks (CNN), implementing and comparing four models: a custom CNN, a custom CNN with data augmentation, VGG16, and ResNet50v2 for accurate emotion recognition from images.
deep-learning deep-neural-networks emotion-detection keras machine-learning python tensorflow
Last synced: 21 Dec 2024
