https://github.com/gamowy/urbansounds-classification

Classification of urban sounds using Tensorflow Keras

keras machine-learning python scikit-learn tensorflow

Last synced: 25 Jan 2025

https://github.com/tejacherukuri/guided-context-gating

This is the official repository for paper titled 'Guided Context Gating: Learning to Leverage Salient Lesions in Retinal Fundus Images'

jupyter-notebook keras python tensorflow

Last synced: 25 Jan 2025

https://github.com/mohankrishnagr/cpu-vs-gpu-resnet50-training-cifar10

This repository contains a Python script to compare the training performance of a ResNet50-like model on the CIFAR-10 dataset using CPU and GPU. The project evaluates and visualizes the training time differences between the two devices, providing insights into the computational advantages of using GPUs for deep learning tasks.

cifar-10 cpu-vs-gpu deep-learning gpu-acceleration hpc keras machine-learning python resnet tensorflow

Last synced: 25 Jan 2025

https://github.com/piorosen/implement-mnist

Keras H5 to deploy on "Pure C++"

cpp docker h5 keras mnist tensorflow

Last synced: 22 Jan 2025

https://github.com/j03-dev/tarzan

Python package for optical character recognition, CNN

cnn keras ocr opencv tensorflow

Last synced: 22 Jan 2025

https://github.com/valaydave/fake-news-detection-han

Hierarchical Attention Neural Network For Fake News Detection

document-classification fake-news-classification han hierarchical-attention-networks keras keras-implementations lstm neural-networks python

Last synced: 25 Jan 2025

https://github.com/srlozano/isic-2016_challenge-lesion-segmentation

ISIC Challenge - Lesion Segmentation task solved using a U-Net Xception-style model at Universitat de Barcelona and Universitat Politècnica de Catalunya · BarcelonaTech.

deep-learning keras python segmentation tensorflow u-net

Last synced: 28 Jan 2025

https://github.com/subhan-liaqat/histopathological-image-analysis-for-lung-cancer-detection-using-cnn

cnn histopathological-image keras matplotlib opencv scikit-learn tensorflow

Last synced: 13 Jan 2025

https://github.com/alessioborgi/spam_detector

Spam Detection System classifying Spam/Ham Emails using BI-LSTMs in order to identify and filter out spam efficiently.

bidirectional-lstm deep-learning keras lstm

Last synced: 02 Feb 2025

https://github.com/vermapratyush/carnd-selfdriving-simulator

deep-learning keras machine-learning neural-network tensorflow

Last synced: 25 Jan 2025

https://github.com/lovesaroha/imdb-reviews-sentiment-analysis-training

Training a keras model to recognize sentiment in order to classify an incoming movie review text as positive or the other.

imdb-dataset keras machine-learning python sentiment-analysis tensorflow

Last synced: 12 Jan 2025

https://github.com/tux-o-matic/banana

Keras/TensorFlow demo

keras object-detection opencv tensorflow

Last synced: 25 Dec 2024

https://github.com/shreeparab1890/which-bollywood-celebrity-are-you

This notebook is trying to build a model which will predict Bollywood celebrity the given image looks like using ResNet-50. This project is trained on 100 Bollywood celebrities and the dataset is taken from kaggle.

keras matplotlib-pyplot mtcnn-face-detection opencv python sklearn tensorflow

Last synced: 01 Jan 2025

https://github.com/jpleorx/tf-cifar10

Deep Convolutional Neural Network for CIFAR10 problem. Achieved 91.49% accuracy.

artificial-intelligence cifar10 convolutional-neural-network convolutional-neural-networks deep-convolutional-neural-networks deep-learning deep-neural-networks keras machine-learning neural-network neural-networks python tensorflow

Last synced: 25 Jan 2025

https://github.com/ayushtiwari134/apparel_recommender_dl

This project utilizes transfer learning with TensorFlow's ResNet50 model to build an apparel recommendation system. The system scans images and displays the five closest items from the dataset on a Streamlit-based webpage.

cnn deep-learning keras knearest-neighbor-algorithm machine-learning resnet-50 streamlit tensorflow2

Last synced: 24 Dec 2024

https://github.com/etienne-bobo/predict-bitcoin-price

predict price of bitcoin using time series

conv1d keras nbeats tensorflow timeseries-forecasting

Last synced: 10 Jan 2025

https://github.com/theoddysey/malaria-detection-model

Malaria Classification Model using TensorFlow 🦟

data-science keras machine-learning python tensorflow

Last synced: 31 Jan 2025

https://github.com/rakibhhridoy/predictingsequence-timeseriesanalysis

Time series data easy handling purposes in TensorFlow and python functional programming. Time Series data is handled and pre-processed by different steps,like making window of the data,splitting data for model purpose is also different than other processing methods. All has combined for easy access.

forecasting functional-programming keras lstm lstm-neural-networks moving-average numpy python tensorflow time-series windowed

Last synced: 25 Dec 2024

https://github.com/senior-sigan/kaggle_speech_recognition

Result was 0.83625 on the private leaderboard

kaggle keras speech-recognition tensorflow

Last synced: 17 Jan 2025

https://github.com/snehalyelmati/tensorflow-in-practice

Assignments and course materials for Tensorflow in Practice by deeplearning.ai

coursera deeplearning-ai keras machine-learning tensorflow

Last synced: 25 Jan 2025

https://github.com/c0debrain/numer.ai-exp

Stock Market prediction using Keras and Numer.ai data.

keras machine-learning numerai

Last synced: 01 Jan 2025

https://github.com/iambedant/cmrit-deeplearning-techtalk-demo

Sample code for "Introduction to Deep Learning and Neural Networks" presentation.

deeplearning keras mnist neural-network tensorflow

Last synced: 19 Dec 2024

https://github.com/sadegh15khedry/comments-sentiment-analysis

text classification on comments using an ANN model.

collections deep-learning keras nlp numpy pandas python sentiment-analysis sklearn spacy unicodedata

Last synced: 10 Jan 2025

https://github.com/msampathkumar/datadriven

Datascience Competitions from DataDriven.org

catboost competition keras sklearn xgboost

Last synced: 01 Jan 2025

https://github.com/meiyor/abatech_ai_test

This repository contains the files for deploying an Exploratory Data Analysis (EDA) for participant demographic and company-based data collected by the outsourcing service given by the company ABATech located in Colombia. This repository also includes the evaluation of three different classifiers to decode the level of satisfaction of the users.

keras python scikit-learn scikitlearn-machine-learning tensorflow

Last synced: 23 Jan 2025

https://github.com/tanyachutani/keras-unet

Keras Implementation Of U-Net

image-segmentation keras tensorflow unet unet-image-segmentation

Last synced: 10 Jan 2025

https://github.com/tanyachutani/image-captioning-generator

Image Captioning Generator Keras

beam-search bleu-score caption-generation cnn cnn-rnn flicker8k-dataset greedy-search image-captioning inceptionv3 keras rnn tensorflow

Last synced: 10 Jan 2025

https://github.com/amamov/vgg16-vs-resnet

[딥러닝] 기존의 전통적인 CNN 모델인 VGG16과 ResNet 리뷰 및 성능 비교 분석.

deep-learning keras pytorch resnet vgg16

Last synced: 17 Jan 2025

https://github.com/samtholiya/deep-learning-examples

beginner cnn convolutional-neural-networks deep-learning deep-learning-tutorial deep-neural-networks examples keras keras-tensorflow

Last synced: 19 Dec 2024

https://github.com/shrikantnaidu/tweet-emotion-recognition

Tweet Emotion Recognition

deep-learning keras machine-learning natural-language-processing tensorflow

Last synced: 10 Jan 2025

https://github.com/shrikantnaidu/deep-learning-by-udacity

Deep Learning Nanodegree Course Content

convolutional-networks deep-learning keras neural-networks pytorch recurrent-networks tensorflow udacity

Last synced: 10 Jan 2025

https://github.com/gbenson/bkdk

Block game machine learning thing

keras machine-learning neural-networks tensorflow

Last synced: 19 Dec 2024

https://github.com/rubaramanan/sentiment_analysis_imdb_lstm_keras

imdb keras lstm text-classification

Last synced: 24 Dec 2024

https://github.com/imnotamr/vegetableclassificationappfehu

A Streamlit-based web application for vegetable classification using a deep learning model. Developed as part of a university project (This project is submitted to Dr. Ahmed Badawy and Eng. Noor Eldeen Magdy, Faculty of Engineering, Helwan University, as part of a coursework requirement).

deep-learning helwan-university image-classification keras streamlit tensorflow

Last synced: 26 Dec 2024

https://github.com/gauravtrivedi967/sentiment-analysis-for-depression-based-on-social-media-post

This project will scrap subreddits from reddit and then it will use deep learning for training the model, and then it is deployed on flask using a simple GUI

cnn-classification cnn-model csv deep-learning flask html5 keras pickle python sentiment-analysis tensorflow

Last synced: 23 Jan 2025

https://github.com/sshh12/build-a-bill

Creating Legislation with AI.

char-rnn govtrack gpt-2 keras lstm

Last synced: 22 Dec 2024

https://github.com/rubaramanan/irisclassifierwith_keras

iris-classification keras numpy pandas

Last synced: 24 Dec 2024

https://github.com/nishantchamate/semvii_aiml

S.P.I.T. Semester VII'th AIML Experiments

keras matplotlib mlflow numpy pandas plotly pytorch scikit-learn scipy tensorflow

Last synced: 17 Jan 2025

https://github.com/ma-fi-94/letters

An 'end to end' data science project analysing the letters between two German poets. Includes a simple scraper for getting raw data, data cleaning, preprocessing, analysis and visualisation.

bag-of-words beautifulsoup4 data-science goethe jupyter-notebook keras keras-tensorflow letters natural-language-processing python3 schiller web-scraping

Last synced: 19 Dec 2024

https://github.com/foxpace/signalscreen

Set of functions for visual interpretation of 1D neural networks compatible with Tensorflow 2.0

1d interpretation keras signal signal-processing tensorflow2 tf2 visualisation

Last synced: 26 Dec 2024

https://github.com/gunh0/keras-playground

Deep Learning with Keras (Basic) [CNN, LSTM]

keras

Last synced: 30 Jan 2025

https://github.com/harinisri012/plant-leaf-disease-detection-system

A deep learning project to detect and classify plant leaf diseases using CNN and VGG16 models. This system aids in early disease identification to support agricultural sustainability by helping farmers protect crops.

cnn cv keras keras-tensorflow neural-networks numpy vgg16

Last synced: 19 Dec 2024

https://github.com/lovesaroha/sign-mnist-classification-training

Training a keras model to recognize real images of sign language (hand) in order to classify an incoming image.

keras machine-learning mnist-dataset python

Last synced: 12 Jan 2025

https://github.com/nancyhamdan/demil-degree-prediction

Predicting the Demilitarization Degree Required for Military Items

deep-learning exploratory-data-analysis keras multiclass-classification

Last synced: 26 Dec 2024

https://github.com/donaldkellett/fmnist-keras3

Fashion MNIST linear classification model with Keras 3.0 and PyTorch

aiml fashion-mnist keras python pytorch

Last synced: 10 Jan 2025

https://github.com/nits2612/data-science-projects

Portfolio of data science projects completed by me during PGP AI/ML, self learning, and hobby purposes.

data data-science dataanalysis deep deep-learning keras machine-learning matplotlib numpy opencv pandas python scikit-learn seaborn surprise-python tensorflow transfer-learning

Last synced: 19 Dec 2024

https://github.com/vachanvy/attention-is-all-you-need

A beginner's guide to Transformers and Language Models in Tensorflow/Keras

attention-is-all-you-need attention-mechanism keras language-model neural-network python transformer transformers

Last synced: 26 Dec 2024

https://github.com/karthikgangadhar/nn-detect-me

This is a cnn based simple keras model on my laptop webcam

cnn convolutional-neural-networks keras keras-tensorflow nueral-networks video-processing web-camera

Last synced: 25 Jan 2025

https://github.com/andydevs/tensorflow-demo-1

Demonstrating creating a training application using tensorflow

flask keras python tensorflow

Last synced: 02 Jan 2025

https://github.com/dsrichard97/finmodeling

captured live financial data and fine tuning price prediction

keras keras-tensorflow price price-prediction tensorflow

Last synced: 26 Dec 2024

https://github.com/rociobenitez/deeplearning-airbnb-price-prediction

Deep Learning project for Airbnb price prediction, featuring data preprocessing and neural network models in Google Colab.

airbnb-data airbnb-pricing-prediction convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks keras keras-neural-networks keras-tensorflow

Last synced: 23 Jan 2025

https://github.com/paulo-santos-ds/visao_computacional

O sistema utiliza inteligência artificial para analisar documentos e características físicas dos visitantes, garantindo que apenas maiores de 18 anos possam acessar as áreas de jogos

keras numpy pandas plotly python restnet50 sklearn tensorflow

Last synced: 22 Jan 2025

https://github.com/cloaky233/keraslab

A hands-on guide to building and training deep learning models using Keras and Streamlit. Perfect for beginners and enthusiasts looking to learn and experiment with neural networks.

deep-learning image-classification keras tutorial

Last synced: 22 Jan 2025

https://github.com/santoshn86/dlp-ev-system-for-pa-optimization

This system is a game-changer, enabling smarter energy management through predictive insights and personalized optimization strategies.

aiml django flask keras pytorch scikit-learn tensorflow typescript

Last synced: 25 Jan 2025

https://github.com/fitushar/lung-disease-classification-with-2d-multi-channel-effect-analysis

Lung diseases classification in 2D using chest CT cases and Analysis the multi-channel effect on classification. This work is been done during summer internship July-Aguest 2018, Duke University Medical Center.

2d 2d-patch-extraction classification ct dicomtopng keras lung-disease multi-channel reasnet2d

Last synced: 01 Jan 2025

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

Learn Keras

deeplearning keras

Last synced: 19 Dec 2024

https://github.com/kazuhito00/tf-keras-applications-cifar10-example

Tensorflow Keras applicationsを用いてCIFAR10を学習する例

applications cifar-10 cifar10 keras tensorflow

Last synced: 23 Jan 2025

https://github.com/engichang1467/catdognn-api

Using Tensorflow, Keras to create Deep Learning Neural Network API that can differentiate images between cats and dogs.

api flask keras neural-network tensorflow

Last synced: 17 Jan 2025

https://github.com/a-yush/keras-databases

Implemented various deep learning problems of supervised learning using keras with tensorflow as backend .

computer-vision deep-neural-networks keras keras-implementations python3 supervised-machine-learning

Last synced: 26 Dec 2024

https://github.com/colddsam/flower-classification-api

 TensorFlow-powered RESTful API for classifying flower images into five categories.

classification deep-learning image-classification image-processing keras python resnet-50 restapi tesnorflow

Last synced: 23 Jan 2025

https://github.com/farzeennimran/ai_recipe_generator

A simple AI recipe generator using ML and DL models 🍔🍨🍷

artificial-intelligence data-science datapreprocessing deep-learning feature-selection generator keras machine-learning natural-language-processing nlp-machine-learning python recipe-generator recipes sklearn tensorflow text-generation webscraping-beautifulsoup webscraping-selenium

Last synced: 26 Dec 2024

https://github.com/vvek1402/stock-market-prediction

Stock Market Prediction/Analyser using python, Its my college project

keras matplotlib python sklearn tensorflow

Last synced: 18 Dec 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: 18 Dec 2024

https://github.com/djdhairya/india_estate_price-map

data-science data-visualization eda hyperparameter-tuning keras lightgbm matplotlib metrics model numpy pandas scikit-learn seaborn tree xgboost

Last synced: 25 Jan 2025

https://github.com/mariam-zaidi/gesture_recognition_model

Deep learning model to recognize gestures

3dconv cnn-rnn keras lstm neural-networks tensorflow

Last synced: 22 Jan 2025

https://github.com/dk56/snare

SNARE: Scorebased Neural Architecture REduction

deep-learning keras neural-networks python tensorflow

Last synced: 22 Jan 2025

https://github.com/lovesaroha/twitter-sentiment-analysis-training

Training a keras model to recognize sentiment in order to classify an incoming tweet as positive or the other.

keras machine-learning python sentiment-analysis tensorflow twitter-sentiment-analysis

Last synced: 12 Jan 2025

https://github.com/gauravcodepro/bacterial-keras

A keras implementation of machine learning for bacterial genomes, takes a fasta file and the annotation features and the genes you want to train the keras model

bacterial-genome-analysis bacterial-genomes keras machinelearning

Last synced: 02 Jan 2025

https://github.com/saravanabalagi/whale_classification

A quick attempt to classify whales using data from Kaggle Whale Classification

kaggle kaggle-dataset keras keras-tensorflow python tensorflow whales

Last synced: 01 Feb 2025

https://github.com/robertlucian/practical-machine-learning

keras machine-learning python sklearn

Last synced: 25 Jan 2025

https://github.com/raufjatoi/skin-cancer-detection-with-3d-tbp

ai cnn computer-vision dl image-processing kaggle kaggle-competition keras ml python research rnn science sklearn tensorflow transfer-learning

Last synced: 25 Jan 2025

https://github.com/raufjatoi/hot-dog-or-not-hot-dog

Undertanding CNN with this example

classification cnn dataset deep-learning keras tensorflow

Last synced: 25 Jan 2025

https://github.com/origamidream/piano-fingering-classifier

Assignment from Machine Learning Lecture in Korea-Cyber University

classification keras machine-learning tensorflow

Last synced: 29 Jan 2025

https://github.com/tasbeehismail/traffic-signs-classification

classification computer-vision deep-learning keras opencv transflow

Last synced: 22 Dec 2024

https://github.com/kr1shnasomani/facefeel

Facial emotion recognition and detection using CNN

computer-vision deep-learning keras matplotlib neural-network numpy opencv pandas seaborn tensorflow

Last synced: 22 Dec 2024

https://github.com/praju-1/deep_learning

This repository include Deep_learning concept which is subset of machine learning which is based on Neural Networking.

keras nltk pandas python sklearn spacy statistics tensorflow

Last synced: 15 Dec 2024

https://github.com/thangtran3112/machine-learning

Natural language processing, artificial neuron networks, Gen AI

artificial-neural-networks aws-bedrock aws-sagemaker gensim gru-neural-networks keras lemmatization lstm-neural-networks nltk numpy one-hot-encoding pandas python recurrent-neural-network scikit-learn tensorflow tfidf-vectorizer word2vec

Last synced: 30 Jan 2025

https://github.com/rathod-shubham/augmentation

Data augmentation is a technique of artificially increasing the training set by creating modified copies of a dataset using existing data. Here is a notebook of different augmentation techniques.

albumentations computer-vision convolutional-neural-networks deep-learning image-classification keras python3

Last synced: 22 Jan 2025

https://github.com/haydenshively/fddb-unet

an attempt at using the UNet architecture to detect faces in FDDB images

face-detection keras opencv unet

Last synced: 30 Jan 2025

https://github.com/anushadatta/neural-networks-deep-learning

🔗 Music Genre Classification & HDB Price Prediction.

keras neural-networks tensorflow

Last synced: 05 Feb 2025

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

Repository on private project concerning Deep Learning through multilevel neural networks

keras numpy pillow python python-3-5 scikit-image scikit-learn scipy tensorflow tensorflow-examples tkinter tkinter-graphic-interface

Last synced: 24 Jan 2025

https://github.com/jschwindt/proyecto-lab-ml-itba

Proyecto final - Lab. ML - ITBA 2015 | Inicio =>

keras machine-learning nlp python

Last synced: 02 Feb 2025

https://github.com/asier-ortiz/tensorflow-tutorial

Beginners tutorial for Tensorflow 2.x & Keras

keras tensorflow2

Last synced: 02 Feb 2025

https://github.com/darenr/bank-churn-rate-keras

Churn Rate on Bank dataset using Keras (binary classification). Predict whether a particular customer would be leaving the bank in the future or not.

ai churn keras machine-learning

Last synced: 05 Feb 2025

https://github.com/sirbubbls/condense

This module provides pruning method implementations for artificial neural networks.

keras learning machine pruning python tensorflow

Last synced: 29 Jan 2025

https://github.com/stevewyl/chunk_segmentor

Word Segmentaor with Noun Phrase based on HanLP

chunking keras segmentation

Last synced: 29 Jan 2025

https://github.com/gbih/machine_learning

Notes about data science, machine-learning, data-engineering, MLOps, DevOps

data-engineering data-science devops keras kubernetes mlops tensorflow

Last synced: 09 Jan 2025

https://github.com/thenocturnalguy/facial-emotion-recognition

A Convolutional Neural Network Model to predict whether a given input image of a human is happy, sad, angry, neutral, etc. This model has an accuracy of about 58%.

convolutional-neural-networks jupyter-notebook keras python

Last synced: 15 Dec 2024

https://github.com/robmarkcole/keras-rest-api-docker

Keras + deep learning REST API + Docker

keras

Last synced: 05 Feb 2025

https://github.com/sushmashreeps/data-science-with-python

This repository showcases a comprehensive data science project utilizing Python, demonstrating expertise in data analysis, visualization, and machine learning. Built with Python 3.x, the project leverages popular libraries like Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, and TensorFlow. The project features data preprocessing, feature engine

cnn data dataanalysis datascience keras linear-regression matplotlib python python3 regression rnn visualization

Last synced: 09 Jan 2025

https://github.com/yogspuuu/emotion-detector

Emotion detector using keras, tensorflow and opencv-python.

keras opencv-python python tensor

Last synced: 30 Jan 2025

https://github.com/yogspuuu/optical-character-recognition

Optical character recognition using keras, tensorflow, opencv-python, django, and vue.js

django keras ocr-recognition tensorflow vuejs

Last synced: 30 Jan 2025

https://github.com/vutrong826/cifar10_cnn

A CNN-based image classification project using the CIFAR-10 dataset.

cifar10 classification convolutional-neural-networks deep-learning deep-neural-networks keras python python3 sklearn tensorflow

Last synced: 29 Jan 2025

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: 05 Feb 2025

https://github.com/kakshay21/ml

ML with Keras and theano

keras machine-learning theano

Last synced: 09 Jan 2025

https://github.com/abdelrahman-amen/denoising_autoencoder

This project integrates Autoencoders, PCA, and CNNs for efficient image processing, combining dimensionality reduction, denoising, and enhanced feature extraction for image analysis and compression.

autoencoder cnn decoder denoising encoder keras pca python tensorflow visualization

Last synced: 17 Jan 2025

https://github.com/keidrun/boilerplate-machine-learning-dockerfiles-for-anaconda

Boilerplate of Dockerfiles for Jupyter Notebook, Tensorflow, Keras and so on with Anaconda

anaconda deep-learning docker docker-compose dockerfile jupyter-notebook keras machine-learning tensorflow

Last synced: 23 Jan 2025

https://github.com/abdelrahman-amen/variational_autoencoder

I used VAE and CVAE in this project to generate images based on user input.

cvae decode endocode image-processing keras python slider variational-autoencoder widgets

Last synced: 17 Jan 2025

https://github.com/toanlcgift/captcha-ocr-mlnet

Implementation Captcha OCR using CNNs, RNNs and CTC loss, using ML.Net, ONNX runtime

cnn ctc-loss keras mlnet ocr onnx onnxruntime rnn tensorflow

Last synced: 17 Jan 2025

https://github.com/roluochke/learning-ds-ml

Learning DS and ML

keras matplotlib numpy pandas python seaborn sklearn tensorflow

Last synced: 05 Feb 2025