https://github.com/avinash793/adversarial-attacks-on-load-forecasting-model

Studied the impact of adversarial attacks on RNN Based load forecasting model.

adversarial-attacks adversarial-examples adversarial-learning adversarial-machine-learning deep-learning forecasting forecasting-models keras load-forecasting python3 rnn rnn-lstm security

Last synced: 06 Nov 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/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/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/dsrichard97/finmodeling

captured live financial data and fine tuning price prediction

keras keras-tensorflow price price-prediction tensorflow

Last synced: 06 Nov 2024

https://github.com/r-papso/face-recognizer

Face recognition demo application

deep-learning face-recognition keras python tensorflow

Last synced: 06 Nov 2024

https://github.com/camara94/tensorflow-keras-python

Les bases du deep learning en tensorflow en Python

deep-learning keras keras-tensorflow neural-networks python tensorflow

Last synced: 05 Nov 2024

https://github.com/farzeennimran/moon-phases-prediction-using-ai

Deep learning model that predicts the phase of the moon 🌒🌓🌔🌕🌖🌗🌘

artificial-intelligence cnn cv2-library data-science data-visualization deep-learning keras matplotlib numpy opencv predictive-modeling python tensorflow

Last synced: 07 Nov 2024

https://github.com/farzeennimran/ai_recipe_generator

A simple AI recipe generator 🍔🍨🍷

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: 07 Nov 2024

https://github.com/nature1995/ai-toxic-content-classification-in-django

A Quora question toxic content Classification model with Django applicaiton

django keras pytorch quora quora-questions toxic-comment-classification

Last synced: 15 Oct 2024

https://github.com/nature1995/dogs-vs-cats

Kaggle competition for dogs-vs-cats

deep-learning keras

Last synced: 15 Oct 2024

https://github.com/dardeep/loan-default-prediction-2

Loan Default Prediction aims to use machine learning models (Keras and PyTorch) to classify whether a loan will default or not.

credit-risk data-science keras python pytorch

Last synced: 24 Oct 2024

https://github.com/tanujakoppolu/tanujakoppolu-voice-emotion-detector

HCL-SATHYABAMA-MINI-PROJECT

deep-learning emotion-detection kaggle keras lstm-neural-network python-library python3

Last synced: 24 Oct 2024

https://github.com/williyam-m/flipkart_grid_6_0

Flipkart Grid 6.0 (Robotics)

cnn django keras machine-learning ocr opencv pytesseract python sqlite tensorflow tesseract

Last synced: 24 Oct 2024

https://github.com/bniladridas/age-pred

Lets you predict the ages from photos.

deep-learning jupyter-notebook keras python

Last synced: 24 Oct 2024

https://github.com/ayodimeji1/ai_convolutional_neural_network

artificial-intelligence classification deep-neural-networks keras machine-learning matplotlib tensorflow

Last synced: 05 Nov 2024

https://github.com/mwoss/malaria-detection

Malaria cells detection using CNN model.

classification cnn deep-learning kaggle keras malaria-detection

Last synced: 13 Oct 2024

https://github.com/sofiia-chorna/deep-learning

Deep Learning Course, IP Paris, 2024

deep-learning keras mlp python pytorch rnn

Last synced: 24 Oct 2024

https://github.com/mrgloom/position-and-radius-estimation-example

Toy example of position and radius estimation

convolutional-neural-networks keras toy-project

Last synced: 15 Oct 2024

https://github.com/gabrafo/intro-dl-rn

Repositório dedicado ao curso de Introdução às Redes Neurais e Deep Learning da Universidade Federal de Lavras (UFLA).

keras machine-learning neural-networks

Last synced: 24 Oct 2024

https://github.com/kushrm2803/mnist_gan

Generative Adversarial Network (GAN) to generate handwritten digits similar to those in the MNIST dataset

ann cnn deep-learning keras mnist tensorflow

Last synced: 24 Oct 2024

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

🍎 Fruits Classification App (Streamlit) 🍌

convolutional-neural-networks deep-learning image-classification image-processing keras logging machine-learning machine-learning-engineering mlops numpy pandas plotly prototype python streamlit streamlit-application tensorflow

Last synced: 31 Oct 2024

https://github.com/priyapuranik/shoe-classification_using-cnn

A deep learning project that classifies different types of shoes using Convolutional Neural Networks (CNNs) based on image data.

cv2 deep-learning keras matplotlib-pyplot python tensorflow

Last synced: 24 Oct 2024

https://github.com/sisolieri/cnn-cifar10-classification

Classification of CIFAR-10 images using a CNN model as part of my Master's in Data Science. 12 experiments were conducted to improve accuracy, achieving 90.7% with data augmentation. Future work focuses on refining transfer learning techniques.

cifar10 cnn-classification convolutional-neural-networks data-augmentation deep-learning image-classification keras machine-learning python tensorflow transfer-learning

Last synced: 24 Oct 2024

https://github.com/ramarav/house_price_prediction

Machine learning approach for house price prediction using tensorflow.

jupyter-notebook jupyter-notebooks keras keras-models keras-neural-networks keras-tensorflow numpy python python-3 python3 tensorflow

Last synced: 06 Nov 2024

https://github.com/wkambale/keras_gemini

A Python package that combines the power of Keras with Gemini for natural language-driven neural network building.

gemini keras package python3

Last synced: 24 Oct 2024

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

Keras PSP-Net

keras psp-net

Last synced: 14 Oct 2024

https://github.com/rahul-vinay/sentimentlens

A sentiment analysis model using Bidirectional LSTM, Attention Mechanism and pre-trained GloVe embeddings, implemented with Keras.

attention-mechanism data-science keras lstm-neural-networks natural-language-processing python pytorch sentiment-analysis text-classification

Last synced: 24 Oct 2024

https://github.com/knightkun77/image_classification_project

Image Classification Using Python

keras machine-learning matplotlib numpy opencv python tensorflow tikinter

Last synced: 24 Oct 2024

https://github.com/fedesgh/ann_regression_for_house_price_using_keras_tuner

ANN model optimized with keras tuner

keras keras-tuner

Last synced: 24 Oct 2024

https://github.com/cliffordnwanna/fashion_mnist_classifier

This project implements a neural network to classify fashion items from the Fashion MNIST dataset using Keras and TensorFlow. The web app allows users to upload images and receive predictions on the type of fashion item, such as shirts, trousers, and more.

artificial-neural-networks computer-vision convolutional-neural-networks deep-learning fashion-mnist-dataset keras machine-learning streamlit tensroflow

Last synced: 24 Oct 2024

https://github.com/nickklos10/concrete-compressive-strenght-prediction

This project predicts concrete compressive strength using a neural network regression model built with Keras.

jupyter-notebook keras matplotlib numpy pandas python scikit-learn

Last synced: 24 Oct 2024

https://github.com/musty-ess/traffic-sign-recognition-with-tensorflow-ai

This project implements a neural network using TensorFlow to classify images of traffic signs from the German Traffic Sign Recognition Benchmark (GTSRB) dataset.

ai artificial-intelligence autonomous-driving computer-vision convolutional-neural-networks deep-learning image-classification image-processing keras machine-learning neural-network opencv python supervised-learning tensorflow traffic-sign-detection traffic-sign-recognition

Last synced: 24 Oct 2024

https://github.com/khruthwik/potato-disease-classification

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

convolutional-neural-networks deep-learning docker fastapi flask javascript keras keras-tensorflow python pytorch reactjs scikit-learn tensorflow

Last synced: 01 Nov 2024

https://github.com/burcgokden/sentencepiece-tokenizer-wrapper-for-pldr-llm

A framework for building Sentencepiece tokenizer from a dataset

bpe deep-learning keras large-language-models llm machine-learning natural-language-processing pldr-llm sentencepiece tensorflow tokenizer transformer unigram

Last synced: 01 Nov 2024

https://github.com/najdbinrabah/deep-learning-with-tensorflow-and-keras

This project centers on recognizing emotions from audio data, utilizing feature extraction and assessing LSTM and 1D CNN effectiveness.

1d-convolutional-neural-network chroma-features convolutional-neural-networks data-science deep-learning feature-extraction keras librosa long-short-term-memory-network machine-learning mel-frequency-cepstral-coefficients mel-spectrogram python recurrent-neural-networks tensorflow

Last synced: 01 Nov 2024

https://github.com/florianwoelki/aerial_cactus_cnn

A CNN for an aerial cactus classification competition.

aerial-cactus classification cnn keras tensorflow

Last synced: 14 Oct 2024

https://github.com/wassimhd/faceemotionrecognitioncnn

cnn-classification data-science deeplearning keras opencv python tensorflow

Last synced: 24 Oct 2024

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

keras machine-learning python sklearn

Last synced: 13 Oct 2024

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: 13 Oct 2024

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

deep-learning keras machine-learning neural-network tensorflow

Last synced: 13 Oct 2024

https://github.com/trident09/neural-network-mnist

Mnist dataset number recognition models

keras mnist scratch

Last synced: 24 Oct 2024

https://github.com/arif-miad/image-classification

pre-trained image classification models use prior knowledge to recognize patterns in images, speeding up training and improving accuracy.

computer-vision deep-neural-networks kaggle-dataset keras python pytorch resnet-50 tensorflow transfiterlearning vgg19

Last synced: 24 Oct 2024

https://github.com/jyotivishal74/handwritten-digit-recognition-using-ml-and-dl

Handwritten Digit Recognition

convolutional-neural-networks deep-learning handwritten-digit-recognition keras knn machine-learning mnist-classification python-3-5 random-forest svm-model tensorflow theano

Last synced: 12 Oct 2024

https://github.com/gareththegeek/tensorflowtuts

keras machine-learning python tensorflow tflearn

Last synced: 14 Oct 2024

https://github.com/sharmilas22/amazon-review-sentiment-analysis

Sentiment analysis using tensorflow on amazon review dataset

keras sentiment-analysis tensorflow text-classification-python

Last synced: 07 Nov 2024

https://github.com/barseghyanartur/seefar10

Building CIFAR10 with Keras

cifar-10 keras keras-tensorflow machine-learning

Last synced: 12 Oct 2024

https://github.com/tommypop2/wordgenderguessers

keras machine-learning neural-network neural-networks tensorflow

Last synced: 15 Oct 2024

https://github.com/byte7/gans

Keras Implementation of Generative Adverserial Networks

deep-learning gan generative-adversarial-network keras

Last synced: 15 Oct 2024

https://github.com/rfsantacruz/obj-classifier

Training, validating and testing a CNN-based object classifier on new data

cnn deep-learning keras machine-learning python tensorflow

Last synced: 07 Nov 2024

https://github.com/rahul1582/named-entity-recognition

A keras implementation of Bidirectional-LSTM for Named Entity Recognition.

bidirectional-lstm keras named-entity-recognition spacy tensorflow

Last synced: 24 Oct 2024

https://github.com/rahul1582/text-generation-using-lstms

Generating Text using Bidirectional LSTMs

bidirectional-lstm keras tensorflow textgeneration

Last synced: 24 Oct 2024

https://github.com/legendarym4x/data_science

Data Science Course

jupyter-notebook keras matplotlib nltk numpy pandas scikit-learn spacy tensorflow

Last synced: 12 Oct 2024

https://github.com/carloocchiena/rnn_text_generation

RNN for text generation from models with Keras and Tensorflow

keras python rnn rnn-tensorflow tensorflow

Last synced: 14 Oct 2024

https://github.com/okotaku/hyakunin-issyu-lstm

deep-learning keras lstm

Last synced: 14 Oct 2024

https://github.com/hayatiyrtgl/lung-collapse-detection-with-cnn-tkinter

cnn cnn-classification keras lung-collapse lung-disease tensorflow

Last synced: 12 Oct 2024

https://github.com/nuel77/style_transfer_using_tensorflow_2.0

style transfer using vgg19 model- referenced form tensor flow tutorials- made using tensorflow 2.0 and keras

beginner-friendly beginner-project deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow style-transfer tensorflow-examples tensorflow-experiments tensorflow-tutorials vgg19

Last synced: 12 Oct 2024

https://github.com/douglasvolcato/number-sequence-prediction-neural-network

artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks ia keras keras-models keras-neural-networks keras-tensorflow machine-learning machine-learning-algorithms machinelearning neural-network neural-networks python python-library python-script python3 tensorflow tensorflow-examples tensorflow-models

Last synced: 12 Oct 2024

https://github.com/philtasticguy/gan-emojis

Python/Tensorflow code for training/inference of an AI model (GAN) capable of generating emojis.

artificial-intelligence emoji gan keras machine-learning python tensorflow

Last synced: 28 Oct 2024

https://github.com/somyaranjan26/sudosweep

Platform to help radiologists and doctors to diagnose there paitents by classifying diseases using X-Ray Images.

aws-ec2 covid-19 deep-learning flask-application keras python3 vgg19

Last synced: 12 Oct 2024

https://github.com/dinhanhx/tic-tac-toe-nn

My first project about neural network.

beginner-friendly keras neural-network python3 tensorflow tic-tac-toe

Last synced: 14 Oct 2024

https://github.com/dinhanhx/determination

Scripts to set global random for some machine learning framework

determination deterministic keras pytorch randomness scikit-learn tensorflow2

Last synced: 14 Oct 2024

https://github.com/somyaranjan26/deeplearning

Beginner friendly Deep Learning Jupiter-notebooks

cnn jupyter-notebook keras neural-network python vgg19

Last synced: 12 Oct 2024

https://github.com/gabboraron/intro_to_deep_learning-kaggle_course

Use TensorFlow and Keras to build and train neural networks for structured data.

deep-learning kaggle-courses keras tensorflow

Last synced: 01 Nov 2024

https://github.com/dmmiller612/deep-reinforcement-learning-keras

Basic deep reinforcement learning algorithms implemented with Keras

deep-reinforcement-learning keras reinforcement reinforcement-learning simple

Last synced: 12 Oct 2024

https://github.com/hackintoshrao/ml-dl-ai-projects

Machine Learning, Deep Learning and AI projects used for my trainings

artificial-intelligence deep-learning keras machine-learning tensorflow

Last synced: 26 Oct 2024

https://github.com/jrzaurin/rnn_character_tagging

Tagging text at character level with RNNs using Keras and Pytorch

keras machine-learning nlp pytorch rnn text-tagging

Last synced: 15 Oct 2024

https://github.com/ghost---shadow/placeholder-name-vae-gan

placeholder description

keras tensorflow

Last synced: 11 Oct 2024

https://github.com/lukaszbinden/ml-playground

Playground project for machine learning with keras

keras machinelearning neural-networks python tensorflow

Last synced: 25 Oct 2024

https://github.com/kaitoy/ml-mnist

Python scripts for handwritten digits recognition on MNIST with Keras

keras machine-learning mnist python vgg

Last synced: 14 Oct 2024

https://github.com/alphatanmoy-official/asl-recognizer

ASL Stands for American Sign Language Recognition, build this by using Python, Keras, OpenCV and Tensorflow as Backend. Developed a model then train it from Keras Dataset and Then also deploy it in a web Application using Flask and Also made a Desktop Application. Model Accuracy - 97.65%

american-sign-language asl final-year-project flask flask-application kaggle keras ml nlp-machine-learning opencv pyhton3 sequencial tensorflow

Last synced: 13 Oct 2024

https://github.com/p-baleine/qanet-tensorflow

An implementation of QANet with Tensorflow and Keras.

keras nlp squad tensorflow

Last synced: 18 Oct 2024

https://github.com/davityak03/sentence-paraphraser-checker-using-transformers

This Jupyter Notebook implements a tool to check whether two sentences are paraphrases by analyzing their semantic similarity using NLP techniques. It provides a similarity score and a binary decision to indicate if the sentences are paraphrases.

keras nlp nltk numpy python tensorflow tokenizer transformers

Last synced: 13 Oct 2024

https://github.com/deepak-1710/early_brain_stroke_prediction

This repository contains a Deep Learning model using Convolutional Neural Networks (CNN) for predicting strokes from CT scans. The model aims to assist in early detection and intervention of strokes, potentially saving lives and improving patient outcomes.

cnn-classification data-visualization deep-learning flask-application html-css-javascript keras lstm-neural-networks machine-learning-algorithms matplotlib-pyplot neural-network python sklearn-metrics tensorflow

Last synced: 13 Oct 2024

https://github.com/izadoraluz/classificacao-de-texto-com-tensorflow-e-keras

Projeto de classificação binária de reviews usando TensorFlow e Keras, adaptando um tutorial básico para prever recomendações de produtos com base no dataset da B2W.

classification keras pln tensorflow

Last synced: 13 Oct 2024

https://github.com/mshuqair/simunet

Simulation of a Mathematical Model for Maintenance Cost Management using Artificial Neural Networks

artificial-neural-networks cost-estimation keras machines maintenance regression

Last synced: 13 Oct 2024

https://github.com/pejpero/eur_to_pln_exchange_rate_prediction

This project uses an LSTM model to predict EUR to PLN exchange rates. The required dependencies include libraries for data manipulation, visualization, and neural network implementation, ensuring smooth execution of the time series forecasting process.

datascience datascience-machinelearning finance keras keras-tensorflow lstm neuralnetworks tensorflow timeseries-forecasting

Last synced: 13 Oct 2024

https://github.com/yokawaiik/data_science

Time series forecasting with future predict.

data-analysis keras lstm neural-network predict-future python python-3 rnn time-series-forecast visualization

Last synced: 11 Oct 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: 11 Oct 2024

https://github.com/stevewyl/chunk_segmentor

Word Segmentaor with Noun Phrase based on HanLP

chunking keras segmentation

Last synced: 14 Oct 2024

https://github.com/aaronspindler/selfdrivingcar

Learning deep learning and making a self driving car in the process

car data deep deep-learning driving keras learning machine machine-learning python self self-driving-car

Last synced: 11 Oct 2024

https://github.com/nazanin1369/behavioral-cloning

behavioral-cloning deep-learning keras self-driving-car

Last synced: 11 Oct 2024

https://github.com/jesly-joji/detection

Violence Detection

cnn-lstm hybrid-architecture keras streamlit transfer-learining

Last synced: 12 Oct 2024

https://github.com/mattjesc/federated-learning-simulation-1gpu-mi-is

Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization

ai cuda deep-learning distributed-systems federated-learning gpu hpc keras machine-learning ml model-interpretability python pytorch simulation streamlit tensorflow

Last synced: 12 Oct 2024

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: 12 Oct 2024

https://github.com/olk/mnist-performance

performance test of MNIST hand writings usign MXNet + TF

classification gluon horovod keras mirrored-strategy mnist model-parallelism multi-gpu multi-gpu-training mxnet python tensorflow

Last synced: 15 Oct 2024

https://github.com/pramodkondur/dominoes-timeseriesforecasting

This advanced forecasting tool leverages Long Short-Term Memory (LSTM) networks to predict daily sales for 91 types of pizzas and the required quantities of 64 ingredients. By analyzing historical pizza order data, the system provides accurate future demand forecasts, enabling optimized inventory management and purchase planning.

business-intelligence datascience deep-learning keras lstm-neural-networks machine-learning matplotlib pandas predictive-modeling python real-time-prediction real-world-project sckiit-learn seaborn streamlit tensorflow timeseries-forecasting

Last synced: 12 Oct 2024

https://github.com/machinecyc/sideprojects

Basic conception of loss function, dimension reduction, transfer learning, image classification.

autoencoder-mnist center-loss kaggle keras mnist-dataset regression side-project tensorflow transfer-learning triplet-loss

Last synced: 15 Oct 2024

https://github.com/aniket965/colorfulworld

Image Colorisation 🏳️‍🌈

cnn colorization keras

Last synced: 11 Oct 2024

https://github.com/kylepls/facial-recognition-cnn

A CNN used to fetch a person's identity based on their face.

celeba-dataset convolutional-neural-networks deep-learning image-classification image-processing keras neural-network siamese-neural-network

Last synced: 11 Oct 2024

https://github.com/dilkushsingh/facial_emotion_recognizer

Training an image classifier for detecting emotions from scratch on my own dataset.

gradio hugging-face keras opencv python resnet-50 tensorflow

Last synced: 08 Nov 2024

https://github.com/rafalschmidt97/rnn-practice

Time to learn some machine learning baby 🤖

keras ml pandas python recurrent-neural-networks tensorflow

Last synced: 06 Nov 2024

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: 15 Oct 2024

https://github.com/kalvincalimag/django-stock-market-app

Multifunctional stock market app built on Python & Django. Offers historical charts, trend forecasting, portfolio management, market term definitions, & crossover analysis.

alphavantage-api django django-framework javascript keras plotly python yfinance

Last synced: 11 Oct 2024

https://github.com/alphax86/nlp-demo

This project is all about demonstration on Sentiment analysis using NLP

keras nlp pandas tensorflow

Last synced: 11 Oct 2024

https://github.com/mastergalen/stop-bluffing

Machine Learning model for detecting bluffing in Poker

affective-computing deep-learning facs keras ucl

Last synced: 12 Oct 2024

https://github.com/mastergalen/motion-relationships

UCL Computer Science MEng Master's Project: Using machine vision to predict motion relationships between entities in videos.

computer-vision keras machine-vision python ucl

Last synced: 12 Oct 2024

https://github.com/maxstrange/scifi-titles

Neural Networks to make Scifi Book Titles

ai keras machine-learning recurrent-neural-networks scifi

Last synced: 19 Oct 2024

https://github.com/imdeepmind/digitrecognition

Simple Digit Recognition Web App using CNN

artificial-intelligence artificial-neural-networks classification computer-vision convolutional-neural-networks deep-learning flask keras machine-learning mnist python3

Last synced: 11 Oct 2024

https://github.com/imdeepmind/what-is-the-name-of-this-animal

What is the name of this Animal? Just for fun:)

animal-classification classification computer-vision deep-learning keras machine-learning python3 transfer-learning

Last synced: 11 Oct 2024