https://github.com/caiocarneloz/kerfex

Keras generic feature extraction using pre-trained CNN's.

cnn feature-extraction image-recognition imagenet keras

Last synced: 03 Nov 2024

https://github.com/ankitpundir7/group-face-emotion-recognition

This project can identify and categorize human emotions in both static and dynamic context. Duration : Jun 2023 - Jul 2023

convolutional-neural-networks deep-learning keras machine-learning-algorithms numpy opencv python tensorflow

Last synced: 10 Oct 2024

https://github.com/adirthaborgohain/all-you-need-to-know-about-seq2seq-models

A comprehensive study on different architectures of neural network models to handle sequence input and output data (seq2seq).

encoder-decoder keras lstm natural-language-processing neural-network nlp rnn seq2seq

Last synced: 23 Oct 2024

https://github.com/redtius/talkpole

🤖🔍 An AI Model that determines sentence sentiment polarity.

cnn-model convolutional-neural-networks deep-learning deep-neural-networks flask keras long-short-term-memory-models nlp python sentiment-analysis sentiment-classification sentiment-polarity tensorflow

Last synced: 10 Oct 2024

https://github.com/numblr/datagenerator

Python library to generate batches of data to train Keras models

batch data-generator generator keras

Last synced: 16 Oct 2024

https://github.com/alisatodorova/book-recommender

Comparison of Hybrid Book Recommender Systems: Matrix Factorization with Neural Networks vs. Neural Collaborative Filtering with Attention

book-recommendation-system collaborative-filtering keras machine-learning matrix-factorization neural-network recommender-system tensorflow

Last synced: 10 Oct 2024

https://github.com/elmirag/practicum_projects

Этот репозиторий содержит учебные проекты по Data Science, в которых представлены различные методы анализа данных и машинного обучения

analysis faiss keras ml nlp pandas prophet python

Last synced: 31 Oct 2024

https://github.com/usamafayaz/python-workshop

This repository contains exercises developed during a one-month training workshop on machine learning, image processing, and natural language processing. The workshop, covered various topics including cv2 for image processing, Flask for web development, and deep learning techniques using Keras with datasets such as MNIST, Reuters, and IMDB.

artificial-intelligence flask image-processing keras machine-learning matplotlib tensorflow video-processing

Last synced: 31 Oct 2024

https://github.com/abrahamkoloboe27/fruits-recognition-gradio-app

🍎 Fruits Classification App (Gradio) 🍌

computer-vision convolutional-neural-networks deep-learning gradio gradio-interface gradio-python-app image-classfication image-classification image-preprocessing image-processing keras machine-learning machine-learning-engineering mlops python tensorflow

Last synced: 31 Oct 2024

https://github.com/ramy-badr-ahmed/higgs-dataset-training

Training Higgs Dataset with Keras - https://doi.org/10.5281/zenodo.13133945

binary-classification cuda-toolkit cupy dask dask-dataframes higgs-boson keras keras-tensorflow matplotlib matplotlib-python numpy pandas pandas-dataframe scikit-learn uci-dataset uci-machine-learning

Last synced: 10 Oct 2024

https://github.com/aneeshmurali-n/ann-diabetes-prediction

Predicting diabetes progression using an Artificial Neural Network (ANN). This project leverages the scikit-learn diabetes dataset for training and evaluation. Includes data preprocessing, model building, and performance visualization.

ann data-preprocessing data-visualization deep-learning diabetes-prediction exploratory-data-analysis keras machine-learning matplotlib neural-network numpy pandas regression scikit-learn seaborn tensorflow visualization

Last synced: 31 Oct 2024

https://github.com/karm-patel/fingercountingold

To build a model able to count fingers as well as distinguish between left and right hand.

keras lime resnet-50

Last synced: 29 Oct 2024

https://github.com/zarah573/ml-malwaredetection

Final project for machine learning course using Android Malware Detection Kaggle Dataset.

classification kaggle keras neural-network python tensorflow

Last synced: 03 Nov 2024

https://github.com/shimaa83/x-ray

deep learning model to classify x-ray

class-weights deep-learning fine-tuning implancec keras vgg16 vgg19

Last synced: 03 Nov 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: 03 Nov 2024

https://github.com/zainathar/fruitscnn

Fruits and Vegetable Classfication using CNN

ai cnn deep-learning keras machine-learning tensorflow

Last synced: 03 Nov 2024

https://github.com/smontazeriuh/infant-data-science-challenge

The classifier and a test Python script for the winning model in the data science challenge held by AI4NICU in conjunction with the Infant Center: “Classification of Abnormal EEG Background Activity in Newborn Infants,” which ran from June 1st to August 30th, 2022.

cnn keras python

Last synced: 10 Oct 2024

https://github.com/supreme-gg-gg/block-ml

Rapid and easy prototyping, design, and deployment of ML models with graphical blocks.

artificial-intelligence block-coding blockly keras machine-learning neural-network node-js tensorflow

Last synced: 10 Oct 2024

https://github.com/samamasaleem/artificial-neural-network-for-combined-cycle-power-plant-energy-output-prediction

This project demonstrates the implementation of an Artificial Neural Network (ANN) model to predict the net hourly electrical energy output of a Combined Cycle Power Plant (CCPP).

artificial-neural-networks combined-cycle-power-plant deep-learning keras machine-learning sklearn tensorflow uci-machine-learning

Last synced: 03 Nov 2024

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: 03 Nov 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: 03 Nov 2024

https://github.com/phtrempe/conviz

Conviz is a convolutional neural network layer visualization library developed in Python and used with Keras.

convolutional-layers convolutional-networks convolutional-neural-networks keras python python-3 python3 tensorflow theano visualization

Last synced: 03 Nov 2024

https://github.com/arserchung/ml_cnn

Basis CNN intro& project of recognize to cat or dog

glob keras keras-models numpy opencv os sklearn tensorflow

Last synced: 03 Nov 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: 03 Nov 2024

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: 03 Nov 2024

https://github.com/djdhairya/sunspot-prediction

gru keras lstm machine-learning pan rnn tensorflow

Last synced: 03 Nov 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: 03 Nov 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: 03 Nov 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: 03 Nov 2024

https://github.com/amirjahantab/cifar-10

This project showcases the classification of the CIFAR-10 dataset using three different neural network architectures: a Linear Model, an Artificial Neural Network (ANN), and a Convolutional Neural Network (CNN)

cifar10 classification cnn convolutional-neural-networks deep-learning keras machine-learning neural-network tensorflow

Last synced: 03 Nov 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: 03 Nov 2024

https://github.com/hridxyz/music-genre-classification

A deep learning model to classify music audio into 10 genres using Convolutional Neural Networks (CNNs). Achieved over 97% training accuracy and 90% validation accuracy.

audio-classification cnn deep-learning keras machine-learning music-genre-classification tensorflow

Last synced: 03 Nov 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: 03 Nov 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: 03 Nov 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: 03 Nov 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: 03 Nov 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: 03 Nov 2024

https://github.com/shibasishb2/computer-vision

Build a robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize human involvement

convolutional-neural-networks image-processing keras tensorflow transfer-learning

Last synced: 03 Nov 2024

https://github.com/pratikshk16/nlp_in_tensorflow

I completed the TensorFlow NLP course on Coursera, covering sentiment analysis, word embeddings, and sequence models. This repo contains Jupyter notebooks for each week's assignments, along with notes and data used throughout the course. Dive into my work on text processing and text generation!

cnn keras lstm natural-language-generation natural-language-processing neural-network tensorflow

Last synced: 03 Nov 2024

https://github.com/svtter/keras3-template

A simple template for keras3 project.

jax keras keras3

Last synced: 03 Nov 2024

https://github.com/venkat-a/stocks-price-analysis-and-recommendation

Analyzing and predicting the stock prices,multiple machine learning models, including LSTM (Long Short-Term Memory), Prophet, and others

arima bollinger-bands keras lstm minmaxscaler prophet-facebook sarimax-model tensorflow timeseries-forecasting

Last synced: 03 Nov 2024

https://github.com/companyakis/tf-deeplearning

Deep Learning AI

ai deep-learning deepreinforcementlearning gans keras nlp tensorflow

Last synced: 03 Nov 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: 03 Nov 2024

https://github.com/rampal-punia/data-science-toolkit

Your Go-To Resource for Essential Data Science Related Commands, Concepts, Quick Overviews and Useful Functions.

artificial-intelligence data-science keras machine-learning matplotlib nlp nlp-machine-learning numpy pandas pythorch sql tensorflow

Last synced: 03 Nov 2024

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: 03 Nov 2024

https://github.com/msikorski93/semantic-segmentation-of-satellite-images-with-u-net

A semantic segmentation problem completed with U-Net convolutional neural network of urban aerial images taken in Dubai.

cnn-classification dubai gis keras remote-sensing satellite-imagery tensorflow unet-image-segmentation

Last synced: 03 Nov 2024

https://github.com/pilgrimtabby/ml-image-classifier

Convolutional neural network made using Keras that classifies images from the CIFAR-10 dataset.

ai artificial-intelligence cifar10 jupyter-notebook keras keras-classification-model keras-neural-networks machine-learning neural-network python

Last synced: 03 Nov 2024

https://github.com/chrdek/colab_varioustf

Several tensorflow colab notebooks that I found from various sources

image-classification keras keras-neural-networks tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 03 Nov 2024

https://github.com/gilberto-xyz/ml

Repositorio practico de introduccion a machine learning

keras machine-learning tensorflow tensorflow-tutorials

Last synced: 03 Nov 2024

https://github.com/huseyincenik/deep_learning

Deep Learning #deeplearning

deep-learning deep-learning-tutorial deep-neural-networks keras keras-neural-networks keras-tensorflow tensorflow tensorflow-tutorials

Last synced: 03 Nov 2024

https://github.com/lim-calculus/object-localization-with-tensorflow

Coursera Guided Project Network : Object Localization with Tensorflow

computer-vision convolutional-neural-networks deep-learning keras neural-network object-localization tensorflow tensorflow-tutorials

Last synced: 03 Nov 2024

https://github.com/vfdev-5/nn_tests

Neural Network tests

deep-learning keras

Last synced: 28 Oct 2024

https://github.com/ashiqks/tensorflow

estimator-api inception-resnet-v2 inception-v3 keras keras-tensorflow resnet-50 tensorflow tensorflow-dataset tensorflow-examples tensorflow-experiments tensorflow-tutorials transfer-learning vgg16

Last synced: 03 Nov 2024

https://github.com/namila007/fruits-360-classification

Image classifications done using tensorflow , keras neural networks

keras neural-network tensorflow tensorflow-experiments

Last synced: 03 Nov 2024

https://github.com/burakahmet/handwriting-digit-recognition

Instant handwriting digit classification with mnist dataset and TensorFlow

artificial-intelligence artificial-neural-networks cnn colab-notebook convolutional-neural-networks data-augmentation handwritten-digit-recognition image-processing keras mnist model numpy pillow python tensorflow tensorflow-examples tensorflow-models tkinter tkinter-canvas tkinter-graphic-interface

Last synced: 03 Nov 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: 03 Nov 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: 03 Nov 2024

https://github.com/ledsouza/keras-flores

Este projeto demonstra a construção de um modelo de Machine Learning utilizando a biblioteca Keras para classificar as espécies de flores Iris (Setosa, Versicolor e Virginica) com base em suas características.

deep-learning keras keras-tensorflow machine-learning multilayer-perceptron-network neural-network tensorflow

Last synced: 10 Oct 2024

https://github.com/en10/transfer-learning

Concise Example of Transfer Learning in Keras & TensorFlow 2.0

keras keras-classification-models tensorflow tensorflow-examples tensorflow2 transfer-learning

Last synced: 03 Nov 2024

https://github.com/shrunsprint89/yfinstockscreeners

Python/Jupyter notebooks that attempt to read stock market data from Yahoo Finance and predict future values based on ML Models

jupyter keras python stock tensorflow

Last synced: 10 Oct 2024

https://github.com/itscodeninja/price-prediction

Implemented a predictive model for market prices leveraging deep learning techniques. Utilized recurrent neural networks to forecast trends and improve accuracy.

deep-learning keras machine-learning matplotlib pandas python

Last synced: 10 Oct 2024

https://github.com/fahimf/sd-fai

FastAI Deep Learning for Coders course Stable Diffusion implementation

keras pytorch stable-diffusion tensorflow2

Last synced: 30 Oct 2024

https://github.com/bharath-tars/deeptumor2.0

DeepTumor2.0 is a project aimed at developing a flask webapp with robust front end and highly trained model using tensorflow in the backend with several features like with automatic html template reporting

css datetime docs flask github html javascript keras numpy onrender os pandas python sheety smtp tensorflow

Last synced: 03 Nov 2024

https://github.com/adityapathakk/cats-vs-dogs

Couldn't decide if I saw a cat or a dog, so I made a guide on CNNs & Transfer Learning with the Dogs Vs Cats dataset on Kaggle (check README.md).

cats-vs-dogs cnn-classification deep-learning kaggle keras python tensorflow transfer-learning

Last synced: 03 Nov 2024

https://github.com/dkosarevsky/zebrate

Zebrate app

deep-learning deeplearning keras python pytorch streamlit

Last synced: 03 Nov 2024

https://github.com/douglasvolcato/rock-paper-scissors-machine-learning-model

keras keras-classification-models keras-models keras-tensorflow machine-learning machine-learning-algorithms machinelearning python python3 tensorflow tensorflow-models

Last synced: 03 Nov 2024

https://github.com/emasuriano/yoga-classification-web-demo

A yoga classifier

image-classification keras machine-learning streamlit tensorflow yoga

Last synced: 08 Nov 2024

https://github.com/fqwqf/lung-adenocarcinoma

使用Python的Keras进行深度学习，以预测肺腺癌患者生存期长短

keras python

Last synced: 31 Oct 2024

https://github.com/dwija12903/ai-lab

A collection of practical implementations from my AI Labs course

keras numpy sckit-learn tensorflow

Last synced: 31 Oct 2024