Ecosyste.ms: Awesome

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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.

https://github.com/khaymanii/dog-vs-cat-classification-model

This model was built using Python and Transfer Learning Algorithm, it is used to classify an animal as either dog or cat

keras python tensorflow transfer-learning

Last synced: 21 Jan 2025

https://github.com/ryanbritodev/blean

Repositório para a plataforma "Blean", desenvolvida para a 1ª Global Solution na FIAP, com o tema "Blue Future".

arduino computer-vision css3 google-teachable-machine html5 ia javascript keras microplastics mongodb python tensorflow

Last synced: 27 Dec 2024

https://github.com/pierrekieffer/neuralnetworkgenerator

Test and generate the best Neural Net model based on a series of parameters

deep-learning keras neural-networks

Last synced: 07 Feb 2025

https://github.com/khaymanii/breast_cancer_detection_model

This model was built using Python and Tensorflow. it helps to detect breast cancer.

keras python tensorflow

Last synced: 21 Jan 2025

https://github.com/chanmeng666/mnist-handwritten-digit-recognition-project

A comprehensive implementation and analysis of handwritten digit recognition using multiple neural network architectures on the MNIST dataset. Features basic MLP, optimized feature-selected model, and deep CNN approaches with detailed performance comparisons and visualizations.

cnn computer-vision data-analysis data-visualization deep-learning feature-analysis handwritten-digit-recognition keras machine-learning mlp mnist model-optimization neural-networks python scikit-learn tensorflow

Last synced: 02 Jan 2025

https://github.com/chanmeng666/bodyfat-estimation-mlp

A deep learning project implementing neural network models to accurately predict body fat percentage from anthropometric measurements. Features both comprehensive and reduced-input models, with detailed analysis of feature importance and model performance.

body-composition data-science-biometrics deep-learning feature-analysis health-tech keras neural-networks predictive-modeling tensorflow

Last synced: 02 Jan 2025

https://github.com/defaultin/psp-net

Keras PSP-Net

keras psp-net

Last synced: 27 Jan 2025

https://github.com/prneidhardt/neural-networks

Customer Churn Prediction Project

ann artificial-neural-networks keras tensorflow

Last synced: 08 Jan 2025

https://github.com/sarah627/deep-learning

This repo contains deep learning projects, applications on DL concepts, and DL roadmap

classification cnn deep-learning jupyter-notebook keras neural-network python tensorflow

Last synced: 21 Jan 2025

https://github.com/lgariv/maskpass

Electronic Engineering final project

face-mask face-mask-classification keras opencv tensorflow

Last synced: 11 Jan 2025

https://github.com/evertonsavio/artificial-intelligence-specialization

AI residency Hub program at FIEP. Base Codes Repository for specialization in Artificial Intelligence at AI2.

artificial-intelligence jupiter-notebook keras python tensorflow

Last synced: 02 Jan 2025

https://github.com/jofaval/ionosphere

Binary Classification of Ionosphere signals at Goose Bay, Labrador in 1988

data-analysis data-science data-visualization deep-learning google-colab keras machine-learning python scikit-learn tensorflow uci xgboost

Last synced: 04 Feb 2025

https://github.com/grascya/forecasting-electricity-by-hour-rnn-vs-lstm

Explore the Production and Consumption of Electricity produced by different types of energy sources and build an RNN and LSTM to forecast them

deep-neural-networks electricity keras lstm-neural-networks rnn-model tensorflow2

Last synced: 09 Feb 2025

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: 09 Feb 2025

https://github.com/jorgechato/cool-fst

Keras implementation for fast-style-transform CNN

keras python tensorflow

Last synced: 28 Dec 2024

https://github.com/dyarleniber/hands-on-machine-learning

This repository contains code examples, exercises, and projects related to the concepts covered in the book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition" by Aurélien Géron.

ai artificial-intelligence keras machine-learning matpolotlib numpy pandas scikit-learn tensorflow

Last synced: 13 Jan 2025

https://github.com/tech-warriors-corporation/harvtech-vegetables-health-ai

The AI project to assess the health of vegetables for HarvTech.

agribusiness ai flask keras python tensorflow

Last synced: 07 Jan 2025

https://github.com/adrian-lorenzo/xray-pneumonia-detection

Convolutional Neural Networks to detect pneumonia with Chest X-Ray Images

convolutional-neural-networks keras tensorflow x-ray-images xception

Last synced: 27 Jan 2025

https://github.com/mustafaozvardar/image-classification-webapp

This project features an AI model for diagnosing pneumonia from chest X-ray images. Users can upload a chest X-ray image through the app, and the model will classify it.

artificial-intelligence computer-vision keras numpy python streamlit streamlit-webapp tensorflow

Last synced: 09 Feb 2025

https://github.com/harshuljain13/dogsbreedclassification

Classifying the dogs breed using transfer learning in DeepLearning

deep-learning deep-neural-networks inceptionv3 keras tensorflow transfer-learning

Last synced: 30 Dec 2024

https://github.com/jiashenc/arm-keras

Base image for running Keras on Raspberry Pi

armv7 docker docker-image keras keras-tensorflow tensorflow

Last synced: 21 Jan 2025

https://github.com/adrianmarino/object-detector

Detect objects in images, videos and webcam streaming

cnn conda keras machine-learning opencv3 python3 yolov3

Last synced: 24 Jan 2025

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: 09 Feb 2025

https://github.com/reubenjohn/distributed-tf-keras-rl

Demonstration of distributed Tensorflow Reinforcement Learning with Keras

distributed-computing keras keras-tensorflow machine-learning python reinforcement-learning tensorflow

Last synced: 21 Jan 2025

https://github.com/jlgregorio/pointnet-keras

Custom implementation of PointNet classifier using Keras 3

keras point-cloud pointnet

Last synced: 07 Jan 2025

https://github.com/saivarunk/lstm-bitcoin-prediction

Predicting Bitcoin Price using LSTM

keras lstm price-prediction time-series

Last synced: 08 Jan 2025

https://github.com/g-eoj/kaggle-mnist

MNIST classification with a low parameter convolutional neural network based on inception modules.

cnn deep-learning inception keras mnist

Last synced: 21 Jan 2025

https://github.com/justnem/deep-research

My own open source implementation of OpenAI's new Deep Research agent. Get the same capability without paying $200. You can even tweak the behavior of the agent with adjustable breadth and depth. Run it for 5 min or 5 hours, it'll auto adjust.

agent ai bert keras matplotlib neural-networks nlp numpy o3-mini openai python pytorch-tutorial reinforcement-learning vercel-ai-sdk

Last synced: 11 Feb 2025

https://github.com/n3pdf/ganpdfs

Generative Adversarial Networks (GANs) for MC PDF replicas.

gans hep-ph high-energy-physics keras machine-learning python tensorflow

Last synced: 08 Jan 2025

https://github.com/numblr/datagenerator

Python library to generate batches of data to train Keras models

batch data-generator generator keras

Last synced: 01 Feb 2025

https://github.com/johacks/kerox

POC combining Keras and Spox

keras onnx spox

Last synced: 02 Feb 2025

https://github.com/gregoritsch3/dl_cnn_resnet50_digitrecognition

A Deep Learning Computer Vision project on the MNIST Digit Dataset. The project demonstrates the use of four TensorFlow Neural Network architectures, ranging from a basic Shallow Sigmoid Model to a Deep Convolutional Model constructed using the FunctionalAPI, and even a modified Resnet50 Model. Includes Error Analysis and test runs on real images.

cnn convolutional-neural-networks cv2 keras matplotlib numpy resnet-50 tensorflow

Last synced: 08 Jan 2025

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

The primary goal of this project is to build a sentiment analysis model that can predict the sentiment of a given review (positive or negative).

deep-learning keras machine-learning nlp python rnn-lstm scikit-learn tensorflow

Last synced: 09 Feb 2025

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: 09 Feb 2025

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: 09 Feb 2025

https://github.com/aminkhavari78/abalone-data-set-

Abstract: Predict the age of abalone from physical measurements

keras linear-models matplotlib neural-network num panda sklearn tensorflow

Last synced: 19 Jan 2025

https://github.com/carlthome/tfjs-gradcam

Grad-CAM implementation in TensorFlow JS.

gradcam imagenet keras tensorflow-js

Last synced: 02 Jan 2025

https://github.com/guettafa/fashionrecognition-nn

Classification model using the Fashion MNIST Dataset from Zalando with Keras and Tensorflow

keras keras-tensorflow python

Last synced: 02 Feb 2025

https://github.com/fred353/keras-yolo4

About A Keras implementation of YOLOv4 (Tensorflow backend)

keras object-detection yolo4

Last synced: 02 Feb 2025

https://github.com/sanjana-janagani/python-chatbot-using-dl

This code trains a chatbot utilizing technologies such as Pandas and Pickle to load, preprocess, and vectorize datasets, ensuring they are ready for model training and evaluation, uses keras and Tokenizer to design and implement a deep learning model using LSTM

accuracy deep-learning keras lstm neural-network optimization pandas pickle python rmsprop softmax tokenizer

Last synced: 21 Jan 2025

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

Image classifications done using tensorflow , keras neural networks

keras neural-network tensorflow tensorflow-experiments

Last synced: 21 Dec 2024

https://github.com/emhash/machine-learning-and-ai

Personal tasks or codes of Machine Learning and Artificial Intelligence. Practice codes and projects of Ml/AI will be share here.

ai datasets ipynb jupyter-notebook keras linear-regression logistic-regression machine-learning machine-learning-algorithms numpy opencv pandas python seaborn sklearn tensorflow

Last synced: 11 Oct 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: 21 Dec 2024

https://github.com/caiocarneloz/kerfex

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

cnn feature-extraction image-recognition imagenet keras

Last synced: 21 Dec 2024

https://github.com/aghabeiki/keras-predict

A Node.JS Native add-ons to run Keras trained model.

cpp17 keras ml napi nodejs prediction

Last synced: 21 Dec 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: 21 Dec 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: 21 Dec 2024

https://github.com/mm-ir/kerastutorials

Learn Keras

deeplearning keras

Last synced: 11 Feb 2025

https://github.com/themihirmathur/kiddis

This project leverages deep learning for the classification of kidney disease using a combination of MLflow and DVC for experiment tracking, versioning, and orchestration.

aws-ec2 aws-s3 ci-cd-pipeline docker dvc-pipeline keras mlflow mlops python tensorflow

Last synced: 11 Jan 2025

https://github.com/lakshitalearning/codsoft

Machine Learning Projects - CODSOFT Internship: This repository showcases my machine learning projects completed during my internship at Codsoft. It demonstrates my skills in developing innovative solutions using various ML techniques and tools.

churn-prediction codsoft codsoftinternship deep-learning handwritten-text-recognition internship-project keras machine-learning python rnn-tensorflow scikit-learn spam-detection

Last synced: 21 Dec 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: 21 Dec 2024

https://github.com/viddesh1/hte

Implementation of the TCS ION Remote Internship RIO-125

ai cnn computer-vision crnn-ocr ctc-loss keras matplotlib-pyplot tensorflow

Last synced: 05 Jan 2025

https://github.com/ashishtukaral/sign-language-recognition-using-ai

A real-time Sign Language Recognition system using AI to translate hand signs into text and speech, enhancing communication for individuals with hearing impairments. This web application leverages neural networks and computer vision to provide accurate and accessible translation.

ann classification cnn computer-vision deep-learning flask keras machine-learning matplotlib neural-network numpy oops opencv pandas python3 tensorflow

Last synced: 21 Dec 2024

https://github.com/hitthecodelabs/facesight

Flask application designed for Facial analysis and recommendation generation

cnn flask keras pil pillow python tensorflow

Last synced: 04 Feb 2025

https://github.com/imprvhub/classification-handwritten-digits-jbrains

Classification of Handwritten Digits (Python / Introduction To Data Science) - Graduate Project Completed By Iván Luna, August 25, 2023. - For Hyperskill (Jet Brains Academy). Course: Introduction To Data Science.

data-science dataset keras keras-tensorflow learning machine python

Last synced: 15 Jan 2025

https://github.com/matimortari/shakespeare

Train and generate a Shakespeare-based text using an LSTM (Long Short-Term Memory) model.

keras lstm neural-network numpy python shakespeare tensorflow

Last synced: 21 Dec 2024

https://github.com/jorgechato/sauce

Super smart, super custom autocomplete code. AI to build code with you. You can implement it in a plugin for example:

keras public python tensorflow

Last synced: 28 Dec 2024

https://github.com/chesterxalan/licenseplaterecognition-keras

A Taiwanese license plate recognition (LPR) system in Keras.

ai deep-learning jupyter-notebook keras license-plate-recognition python taiwanese

Last synced: 16 Jan 2025

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: 21 Dec 2024

https://github.com/matteofasulo/transformers-sentence-reconstruction

Sentence Reconstruction using Transformer Model

keras keras-nlp tensorflow transformers

Last synced: 11 Feb 2025

https://github.com/chesterxalan/classwork-applicationfordeeplearning-python

The classwork from Application for Deep Learning in Python.

ai classwork deep-learning jupyter-notebook keras python

Last synced: 16 Jan 2025

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. **NOTE: DeepTumor2.0 has been moved from Azure to On-Render to save costs**

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

Last synced: 21 Dec 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: 21 Dec 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: 21 Dec 2024

https://github.com/minhosong88/cnns_food_classification

This project focuses on using Convolutional Neural Networks (CNNs) to classify food images from the Food-11 dataset.

adam-optimizer cnn-classification keras neural-network optimization python relu selu tensorflow

Last synced: 21 Dec 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: 21 Dec 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: 21 Dec 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: 21 Dec 2024

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

A simple template for keras3 project.

jax keras keras3

Last synced: 21 Dec 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: 21 Dec 2024

https://github.com/amber-abuah/rnn-poem-generation

Recurrent Neural Network that can infinitely generate poetry, trained using Tensorflow.

generative-ai generator gradio keras machine-learning python recurrent-neural-networks rnn rnn-tensorflow tensorflow

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

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/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