https://github.com/khaled-ghanem/ocular-disease-classification

Train individual CNN models for AMD, DR, Cataract, and Glaucoma diseases using Fundus image dataset.

cnn computer-vision cv2 inceptionv3 keras matplotlib python resnet-50 tensorflow transfer-learning vgg19

Last synced: 13 Jan 2025

https://github.com/patrikasvanagas/bi-lstm-glove-sentiment-classification

End-to-end review sentiment classification with text preprocessing, Bidirectional Long Short-Term Memory networks and Glove embeddings.

bi-lstm bidirectional-lstm bidirectional-rnn glove glove-embeddings keras long-short-term-memory lstm lstm-sentiment-analysis natural-language-processing sentiment-analysis sentiment-classification text-classification text-processing

Last synced: 27 Jan 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/tbhaxor/password-strength-clf

An example of Jax usage with the new Keras 3.0 API release

deep-learning jax keras keras-models keras-neural-networks keras3 machine-learning neural-network python python3

Last synced: 21 Jan 2025

https://github.com/swamikannan/automated-it-ticket-routing-using-bi-directional-rnns

Classification of IT trouble tickets

bert bi-directional-rnn embeddings exploratory-data-analysis gensim-word2vec glove-embeddings keras n-grams nlp regexp word2vec-model

Last synced: 14 Jan 2025

https://github.com/swamikannan/deep-learning-specialization

Deep learning Specialization from deeplearning.ai

ann attention-mechanism cnn deeplearning-ai face-recognition keras lstm neural-style-transfer nlp object-detection pillow python resnet rnn siamese-network tensorflow tensorflow1 word2vec

Last synced: 14 Jan 2025

https://github.com/team-flowbit/bitcoin_server_msa

BITCOIN_SERVER_MSA

flask keras lstm msa tensorflow

Last synced: 07 Jan 2025

https://github.com/manuelseeger/rl-quadcopter-2

My implementation of Udacity ML Nanodegree Quadcopter project

ddpg deep-learning deep-reinforcement-learning keras machine-learning nanodegree notebook python quadcopter reinforcement-learning sacred udacity

Last synced: 07 Jan 2025

https://github.com/inoryy/kaggle-kernels

My Kaggle kernels in Jupyter notebook form

kaggle kaggle-competition keras keras-neural-networks python

Last synced: 21 Dec 2024

https://github.com/gaborvecsei/surgeon-board

Independent Laboratory Project at University: Contactless Interactive Display for Surgeons

keras machine-learning opencv smartboard surgeon

Last synced: 29 Dec 2024

https://github.com/hossein-cod/practicing-deep-learning

with keras data set we load a data base and train our machine for test

deep deep-learning jupyter-notebook keras machine-learning matplotlib numpy py python sklearn tensorflow

Last synced: 24 Jan 2025

https://github.com/swamikannan/sentiment-analysis-using-huggingface-transformers

Building a Sentiment Analysis Machine usine Transformers

bert-embeddings bert-model eda exploratory-data-analysis kaggle keras rotten-tomatoes sentiment-analysis tensorflow2 tokenizer

Last synced: 14 Jan 2025

https://github.com/alirezasaharkhiz9/undergraduate-project-computer-vision

This is my undergraduate project at Ferdowsi University of Mashhad, focusing comprehensively on computer vision.

cnn computer-vision deep-learning image-classification image-generation image-manipulation image-segmentation keras object-detection python pytorch-lightning

Last synced: 21 Jan 2025

https://github.com/lasyakonduru/cifar-10-image-classification-with-cnns-baseline-and-enhanced-models

This project focuses on multi-class image classification using CNNs with the CIFAR-10 dataset. It compares a baseline and an enhanced model to classify 10 categories, including trucks, for real-world applications like preventing deer-vehicle collisions. Includes architecture, training, and evaluation insights.

cifar10 computer-vision convolutional-neural-networks deep-learning image-classification keras machine-learning multi-class-classification tensorflow

Last synced: 21 Jan 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/khaymanii/cifar-10-object-recognition-model

This is an object recognition model built using Python and ResNet50 as its base model

keras python tensorflow transfer-learning

Last synced: 21 Jan 2025

https://github.com/barseghyanartur/seefar10

Building CIFAR10 with Keras

cifar-10 keras keras-tensorflow machine-learning

Last synced: 18 Jan 2025

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/pierrekieffer/neuralnetworkgenerator

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

deep-learning keras neural-networks

Last synced: 13 Dec 2024

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/jofaval/game-of-thrones

Data Analysis and Predictions of the Game of Thrones' character's survivance from 2016

classification data-analysis data-science data-visualization deep-learning game-of-thrones google-colab kaggle keras machine-learning matplotlib python scikit-learn seaborn tensorflow xgboost

Last synced: 09 Dec 2024

https://github.com/uranusx86/addernet-on-tensorflow

a implementation of neural network with almost no multiplication with tensorflow 2 (Adder Net)

adder addernet ai artificial-intelligence cnn custom-layer deep-learning deep-neural-networks image-classification implementation implementation-of-research-paper keras lightweight mnist neural-network tensorflow tensorflow2

Last synced: 21 Jan 2025

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

Lessons in ML

deep-learning keras neural-networks python

Last synced: 24 Dec 2024

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/ksasi/dog-breed-classifier

Dog Breed Classifier

cnn cnn-classification computer-vision deep-learning deep-neural-networks keras keras-neural-networks machine-learning numpy pandas python scikit-learn

Last synced: 07 Jan 2025

https://github.com/alrafi004/creating-anime-characters-using-deep-convolutional-generative-adversarial-networks-dcgans-and-keras

Proyek ini menunjukkan cara membuat karakter anime menggunakan Deep Convolutional Generative Adversarial Networks (DCGAN) dan Keras.

dcgan jupyter-notebook kaggle keras python tensorflow

Last synced: 13 Jan 2025

https://github.com/cm-600/fashion-image-classification

My Streamlit Space for Fashion-MNIST Image Classification with a ViT on Hugging Face

huggingface keras python streamlit tensorflow transformers

Last synced: 22 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/aja512/tweet-emotion-recognition

Created a Recurrent Neural Network (RNN) and used it to train it on a tweet emotion dataset to learn to recognize emotions in tweets. The dataset has thousands of tweets each classified in one of 6 emotions. This is a multi class classification problem in the natural language processing domain.

confusion-matrix keras natural-language-processing python3 recurrent-neural-networks tensorflow2 tweets

Last synced: 27 Dec 2024

https://github.com/aja512/fine-tune-bert-for-text-classification-with-tensorflow

Fine-tuning a Bidirectional Transformers for Language Understanding (BERT) model for text classification with TensorFlow

bert-model keras python3 tensorflow2 transformer

Last synced: 27 Dec 2024

https://github.com/subhan-liaqat/cnn-based-image-classification-for-dogs-and-cats

cnn image-processing keras opencv scikit-learn tensorflow

Last synced: 13 Jan 2025

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/jaidevd/ipec-fdp

cuda hpc keras mapreduce numba spark tensorflow

Last synced: 06 Dec 2024

https://github.com/abhaskumarsinha/2d-continuous-skip-gram-model

A word2vec embedding, called Continuous Skip Gram Model encodes each word to a Vector depending on how closely they are related or how often they are used along.

continuous-skip-gram-model encoding keras keras-neural-networks keras-tensorflow machine-learning machine-learning-algorithms skipgram tensorflow2 tutorial word2vec word2vec-model

Last synced: 21 Jan 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/abhaskumarsinha/1d-gan

A simple well-documented tutorial on implementing a 1D GAN on Keras using a Python Jupyter Notebook

deep-learning deep-neural-networks gan generative-adversarial-network keras keras-tensorflow python3 tensorflow2 tutorial

Last synced: 21 Jan 2025

https://github.com/shohail-dev/ai-medical-model

keras matplotlib numpy pandas pyplot scipy sklearn-metrics tensorflow

Last synced: 06 Dec 2024

https://github.com/gilevatanya/yandex-practicum-projects

Кейсы решенные на курсах Яндекс Практикума.

bert bootstrap catboost keras lightgbm matplotlib nltk numpy pandas postgresql python pytorch scikit-learn scipy seaborn sql

Last synced: 06 Dec 2024

https://github.com/jeffersonlicet/ml-titles-classification

💪 Public Leaderboard Top 10% - 0.89546 #MeliDataChallenge MercadoLibre Data Challenge

keras machine-learning nlp tensorflow

Last synced: 06 Dec 2024

https://github.com/ayekaunic/image-duplication-and-similarity-detection

Detecting duplicity & similarity among images.

duplicate-detection imagehash keras similarity-scores tensorflow vgg16

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: 08 Dec 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: 21 Dec 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: 21 Dec 2024

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/arnie1x/medical_chatbot

This project implements an AI-powered medical chatbot using a neural network model and serves it through a Flask web application.

ai chatbot keras medical nlp nltk python tensorflow

Last synced: 21 Jan 2025

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: 21 Dec 2024

https://github.com/olivermathias/kerasjr

A Light Implementation of Keras by People Who Have No Right To Attempt This

deep-learning keras neural-network neural-networks

Last synced: 16 Jan 2025

https://github.com/manuelblancovalentin/tensorplot

Tired of old-school boring default tensorflow/keras model architecture plots? Give this code a try! Nice, fresh, super-cool, colorful plots for your keras models (works with any wrapper also!).

artificial deep gpu intelligence keras learning machine model plot pytorch tensorboard tensorflow

Last synced: 08 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: 21 Dec 2024

https://github.com/abideen-olawuwo/sign-language-lambda

A model deployed to AWS Lambda

aws aws-lambda keras lambda numpy requests serverless

Last synced: 15 Jan 2025

https://github.com/abideen-olawuwo/sign-language

Multi Class Image Classification

convolutional-neural-networks deep-learning keras machine-learning matplotlib neural-network numpy pandas tensorflow

Last synced: 15 Jan 2025

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/cm-600/monet-image-generation-with-gans

I developed two CycleGANs using TensorFlow and Keras that will generate an image in the style of Monet from a landscape photo for the Kaggle challenge "I'm Something of a Painter Myself." My submission was in the top 20% on the Kaggle leaderboard.

gan image-processing keras neural-networks tensorflow

Last synced: 13 Jan 2025

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/suryadev99/pyspark_bank_data_pipeline

end-to-end deep learning pipeline that runs on Spark

databricks deep-learning keras pipeline pyspark

Last synced: 08 Jan 2025

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/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/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/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/yachuuuuu/gan_hyperparameter-analysis

Config files for my GitHub profile.

gan keras mnist

Last synced: 07 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/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/geo-tp/keras-colaboratory-models

Various keras deep learning models on colaboratory

ae ai convnet keras model ocr tensorflow

Last synced: 11 Jan 2025

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/omkarspace/nudetect

A deep learning-based web application for detecting adult content in videos using CNN architecture. Features real-time analysis for both direct uploads and YouTube URLs with a responsive dark-themed UI.

adult-content-detection cnn computer-vision deep-learning keras machine-learning python real-time-processing tensorflow video-processing web-application youtube-api

Last synced: 13 Jan 2025

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: 21 Dec 2024

https://github.com/vasu7052/spam-classifier

This is a Machine Learning Project to detect whether a given sentence maybe a spam or not using Python and Keras.

keras keras-neural-networks python3 scikit-learn spam-classification tensorflow

Last synced: 08 Jan 2025

https://github.com/vasu7052/social-sentimental-analysis

This is Natural Language Processing project for Social Media Sentimental Analysis in real time using a graphical user friendly interface. http://sociosense.pythonanywhere.com/

android chartjs css deep-learning html5 java javascript keras machine-learning natural-language-processing neural-network software website

Last synced: 08 Jan 2025

https://github.com/vasu7052/facial-emotion-detection

This project is for detecting emotion out of 7 trained emotion categories

deep-learning emotion-recognition face-detection keras machine-learning opencv tensorflow

Last synced: 08 Jan 2025

https://github.com/somenath203/predicting-future-retail-sales-of-clothing-stores-using-lstm

deep-learning deep-neural-networks forecasting keras long-short-term-memory lstm rnn tensorflow timeseries-forecasting

Last synced: 20 Jan 2025

https://github.com/somenath203/cnn-with-mnist-dataset

classification cnn cnn-keras keras mnist mnist-handwriting-recognition tensorflow

Last synced: 20 Jan 2025

https://github.com/asqiriba/comp-572-neural-networks

NN projects for COMP 572 Neural Networks.

keras machine-learning neural-networks

Last synced: 21 Jan 2025

https://github.com/der3318/linebot-converter

Line Bot Converter - Deploy an Agent Based on Chatroom History

flask keras linebot seq2seq

Last synced: 13 Jan 2025

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/jazib-2004/face-mask-detection-using-cnns

Face mask detection can be very useful in environments like hospital emergency rooms or ICUs where wearing mask is mandatory. It can also help in pandemics like COVID where such models can detect if a person is wearing a mask or not. In this project, I used a Convolutional Nueral Network architecture to train a face mask detection algorithm based.

convolutional-neural-networks keras object-detection python scikit-learn tensorflow

Last synced: 13 Jan 2025

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/companyakis/tf-deeplearning

Deep Learning AI

ai deep-learning deepreinforcementlearning gans keras nlp 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/deepschneider/simpsons-dcgan

My attempt to design DCGAN

dcgan dcgan-keras dcgan-model dcgan-tensorflow deep-neural-networks deepfakes gan gan-keras keras keras-models keras-tensorflow keras-tutorials python radford simpsons-dcgan tensorflow tensorflow-models

Last synced: 16 Jan 2025

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/melihemin/tumor-segmentation

Deep learning model to detect stroke symptoms using Keras UNet

keras python unet

Last synced: 21 Dec 2024

https://github.com/iamrosada0/python-machine-learning

python machine learning using tensorflow

keras keras-neural-networks lambda-functions machine-learning pandas python tensorflow

Last synced: 27 Jan 2025

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/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/josiah-mbao/intelligent-digit-recognition-system

Digit Recognition with Keras - Train a model to recognize handwritten digits from MNIST dataset.

artificial-neural-networks keras machine-learning-algorithms

Last synced: 30 Dec 2024

https://github.com/phtrempe/l2a

This is a small project which aims to show an example of applied machine learning in Python 3 with the Keras library and its TensorFlow backend to train a neural network model for it to learn to add two integers.

applied data data-science deep-learning keras machine-learning neural-network tensorboard tensorflow

Last synced: 12 Jan 2025

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/harmanveer2546/recognizing-digits

I used the MNIST dataset for the implementation of a handwritten digit recognition app. To implement this, will be using a special type of deep neural network called Convolutional Neural Networks. In the end, I also build a Graphical user interface(GUI) where you can directly draw the digit and recognize it straight away.

dense flatten gui keras maxpooling mnist numpy pandas pillow python sequential

Last synced: 12 Jan 2025

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/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/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