https://github.com/apal21/keras-mnist-predict

Keras MNIST dataset predict handwritten digits from web url, local pc or from passing an argument. With Graphical Representation using Matplotlib.

deep-learning keras keras-tensorflow mnist mnist-classification mnist-dataset mnist-handwriting-recognition neural-network tensorflow

Last synced: 31 Dec 2024

https://github.com/carseven/convolutional-neural-network-mnist

TFG

convolutional-neural-networks deep-learning image-classification keras mnist tensorflow

Last synced: 18 Jan 2025

https://github.com/payalmh5/emotionrecognition

Emotion Recognition in Speech: This project leverages advanced machine learning techniques to classify emotions from speech using the Toronto Emotional Speech Set (TESS). By extracting Mel-Frequency Cepstral Coefficients (MFCC) and utilizing an LSTM-based deep learning model, the project accurately identifies emotions like anger, happiness, and sad

data-science deep-learning emotion-recognition keras lstm mfcc model-development model-training

Last synced: 20 Jan 2025

https://github.com/zakirangwala/emotion-classifier

The model classifies seven emotions: Anger, Contempt, Disgust, Fear, Sadness, Happy, and Surprise, using an ensemble of pre-trained VGG16, ResNet50, and InceptionV3 models. For a demonstration, refer to app.py, which constructs a Gradio app and integrates with Spotify to offer playlists tailored to each detected emotion.

artificial-intelligence gradio jupyter-notebook keras opencv python tensorflow

Last synced: 20 Jan 2025

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

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

Last synced: 18 Jan 2025

https://github.com/jeff-vincent/keras-nlp-stuffs

Keras NLP Practice

keras keras-tensorflow machine-learning nlp python

Last synced: 20 Jan 2025

https://github.com/nickklos10/seriea_machine_learning_predictions_2025

This project involves scraping data, processing the data, and building machine learning models to predict the standings for the 2024-2025 Serie-A season.

beatifulsoup data-scraping keras matplotlib pandas scikit-learn shap tensorflow

Last synced: 29 Jan 2025

https://github.com/lucasvandroux/kitti_zoo_keras

Tools and Collection of Models to Experiment on the KITTI Dataset using Keras

keras kitti-dataset

Last synced: 29 Jan 2025

https://github.com/abhibisht89/keras_practice

Neural Networks using Keras (with Image recognition case study)

keras keras-classification-models keras-neural-networks keras-tensorflow mnist-dataset pycharm-ide tensorboard-visualizations

Last synced: 16 Jan 2025

https://github.com/huangcongqing/keras

Keras学习

keras keras-tensorflow

Last synced: 08 Feb 2025

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: 28 Jan 2025

https://github.com/aniket965/colorfulworld

Image Colorisation 🏳️‍🌈

cnn colorization keras

Last synced: 15 Jan 2025

https://github.com/touradbaba/deep-learning-specialization-coursera

This repository contains programming assignments for the Deep Learning Specialization by deeplearning.AI. It includes Jupyter Notebooks for exercises in neural networks, hyperparameter tuning, convolutional networks, and sequence models.

andrew-ng andrew-ng-course backpropagation cnn computer-vision convolutional-neural-networks coursera deep-learning deeplearning-ai face-recognition hyperparameter-optimization hyperparameter-tuning keras natural-language-processing neural-network neural-networks object-detection recurrent-neural-networks rnn tensorflow

Last synced: 21 Jan 2025

https://github.com/aliosm/yags_gtm_tutorial

Source code for Google Teachable Machine tutorial

deep-learning google-teachable-machine keras machine-learning python

Last synced: 12 Feb 2025

https://github.com/mpolinowski/tf-bc-classification

Using Tensorflow/Keras for Image Classifications

image-classification keras python tensorflow2

Last synced: 28 Jan 2025

https://github.com/namratha2301/dogcat

Web Application that Identifies Animal from their Sound. Right now restricted to binary classification between cat and dog sounds.

ann azure bashscript cnn flake8 flask keras librosa python-3-9 tailwindcss tensorflow voice-processing

Last synced: 28 Jan 2025

https://github.com/martolen1/data-science

Comprehensive repository of Data Science projects spanning Machine Learning, Deep Learning, and Natural Language Processing. Demonstrates practical applications of algorithms and tools on real-world datasets.

cnn-model data-analysis data-science data-visualization deep-learning gans-models keras machine-learning-algorithms natural-language-processing python3 rnn-lstm scikit-learn tensorflow transfer-learning transformers

Last synced: 20 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/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/bharath-tars/deeptumor

DeepTumor is a project aimed at developing a deep learning model with over 1 million parameters using TensorFlow. with automatic reporting feature

keras machine-learning numpy pandas pyhton tensorflow webdevelopment

Last synced: 24 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: 12 Feb 2025

https://github.com/rbhatia46/churn_modelling

An artificial neural network predicting whether or not a customer will leave the bank or not based on certain independent factors using the Churn Modelling Dataset

artificial-neural-networks churn-prediction deep-learning keras python

Last synced: 24 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: 12 Feb 2025

https://github.com/sudarshanc00/potato-disease-classification

This machine learning project classifies potato leaf images into three categories: Early Blight, Late Blight, and Healthy. Using a CNN model, it accurately detects potato diseases based on leaf images. The project includes a FastAPI-powered web interface for image uploads and real-time classification results.

css fastapi html keras matplotlib python tensorflow

Last synced: 08 Feb 2025

https://github.com/victor-m16/python-traffic-signs-recognition-system

This project is a Traffic Sign Classification System built using Python, TensorFlow/Keras, and Tkinter. It allows users to upload an image of a traffic sign, and the system will classify the sign using a pre-trained deep learning model.

deep-learning keras python

Last synced: 08 Feb 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/hossein-cod/deep-learning-for-training

Analysi hear disease data set with deep learning

accuracy chart jupyter keras matplotlib numpy pandas py python sklearn tensorflow

Last synced: 24 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/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/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/gautamkaus/plant-disease-ml-project

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

cnn-classification cnn-model deep-learning docker fastapi keras keras-tensorflow python3 tensorflow

Last synced: 25 Jan 2025

https://github.com/loudji971/chatbot-intent-classifier

Chatbot based on natural language processing (NLP) and deep learning for accurate intent classification in conversations. - Artificial Inteligence Tecniques

ai atis-dataset bert chat-bot-deep-learning deep-neural-networks fastapi intent-classification keras nlp nltk nltk-keras-python nlu-engine scikit-learn tridib-samanta

Last synced: 25 Jan 2025

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/arpanpramanik2003/sentiment-analysis-lstm

This project performs sentiment analysis on IMDB movie reviews using an LSTM deep learning model. It processes text data, trains an LSTM network to classify reviews as positive or negative, and provides a prediction function for user input. The project utilizes TensorFlow, Keras, and Pandas for model building and data handling.

classification deep-learning imdb-dataset imdb-reviews keras lstm-neural-networks machine-learning model-evaluation python sentiment-analysis tensorflow2

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/mariam-zaidi/image_caption_generator-eye_for_blind

Image to text to speech generation

attention-mechanism cnn-rnn encoder-decoder keras tensorflow

Last synced: 22 Jan 2025

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: 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/zrthxn/yemal

Models, templates and scripts

basic-python jupyter keras lstm machine-learning ml-tutorial recurrent-neural-networks tensorflow

Last synced: 08 Feb 2025

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: 22 Jan 2025

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: 22 Jan 2025

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: 22 Jan 2025

https://github.com/mfernandez19/deep_learning

Image Classifier Project Tutorial. Data: https://www.kaggle.com/competitions/dogs-vs-cats/data

deep-learning keras python

Last synced: 22 Jan 2025

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

deep-learning keras machine-learning neural-network tensorflow

Last synced: 25 Jan 2025

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: 08 Feb 2025

https://github.com/meddhiachaouachi/facial-recognition-system

Facial Recognition System - AI & Deep Learning Powered This repository contains the code for a cutting-edge Facial Recognition System built using AI and Deep Learning technologies. The system leverages state-of-the-art frameworks such as TensorFlow, Keras, and OpenCV for real-time facial recognition, integrated into a Django-based web application.

ai django docker face-detection face-recognition keras opencv tensorflow

Last synced: 22 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/theoddysey/malaria-detection-model

Malaria Classification Model using TensorFlow 🦟

data-science keras machine-learning python tensorflow

Last synced: 31 Jan 2025

https://github.com/pawlo77/tensorflow-keras

Code implementation for Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow book

data-science keras tensorflow

Last synced: 25 Jan 2025

https://github.com/codeofrahul/digit_classification_using_cnn

This project demonstrates the implementation of a Convolutional Neural Network (CNN) for classifying handwritten digits using the MNIST dataset. The model is built using Keras and TensorFlow, leveraging the power of deep learning for image recognition tasks.

keras matplotlib python tensorflow

Last synced: 22 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/fardinhash/nlp_tokenizations

Multiple ways to tokenize the words, sentences are shown here.

keras natural-language-processing nltk tokenization

Last synced: 14 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/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/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/yehiasharawy/image-classification-of-rock-paper-scissors-using-convolutional-neural-network

CNN model to classify hand gesture images of rock, paper, and scissors with the help of Tensorflow and Keras packages.

cnn-classification keras python rock-paper-scissors tensorflow

Last synced: 08 Feb 2025

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/lovesaroha/rock-paper-scissor-classification-training

Training a keras model to recognize real images of rock, paper, scissors (hand) in order to classify an incoming image.

keras machine-learning python rock-paper-scissor transfer-learning

Last synced: 12 Jan 2025

https://github.com/sjain-stanford/wrkstn-setup

Deep learning workstation setup for RHEL/Ubuntu with Tensorflow/Keras/PyTorch and NVIDIA GeForce GTX 1080 Ti.

deep-learning gpu keras linux-workstation-setup neural-network nvidia pytorch tensorflow workstation

Last synced: 02 Feb 2025

https://github.com/ayodimeji1/ai_convolutional_neural_network

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

Last synced: 22 Dec 2024

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/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/hridxyz/music-genre-classification

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

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

Last synced: 25 Jan 2025

https://github.com/styx11/gp_keras

🖋use RNN and LSTM generate poetry by Keras (The application layer)

keras keras-tensorflow nodejs rnn rnn-tensorflow vue

Last synced: 20 Jan 2025

https://github.com/md-emon-hasan/ml_project_fake_news_predictin_using_deep_learning_with_lstm

📰 The Fake News Detection System uses deep learning techniques, specifically LSTM models, to classify news articles as real or fake.

ai cnn data-science deep-learning deep-neural-networks fake-new fake-news-detection gru keras lstm lstm-neural-networks machine-learning ml news-classification rnn sentiment-analysis tensorflow tensorflow-model text-classification text-processing

Last synced: 22 Jan 2025

https://github.com/geekalexis/fashion-mnist-cnn

TensorFlow CNN for Fashion-MNIST dataset

cnn deep-learning fashion-mnist keras

Last synced: 12 Jan 2025

https://github.com/shhiivvaam/traffic_prediction

This project explores the application of advanced neural network architectures, including Multi-Layer Perceptron (MLP), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU), to forecast traffic volume. 👍👍✅

conv1d conv2d keras lstm matplotlib numpy pandas seaborn sklearn statsmodels tensorflow

Last synced: 31 Jan 2025

https://github.com/vbhavank/butterfly_species_detector_keras

This repository contains the keras implementation of an algorithm to classify different species of butterflies

cnn computer-vision deep-learning keras tensorflow

Last synced: 15 Jan 2025

https://github.com/greeshraj/crop-disease-classification

Crop Disease Classification backend https://crop-disease-classification.onrender.com frontend hosted at https://cropdiseaseclassification.netlify.app/

cnn-classification convolutional-neural-networks deep-learning keras python3 tensorflow

Last synced: 25 Jan 2025

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: 31 Jan 2025

https://github.com/deepschneider/faces-dcgan

DCGAN for human faces generation (Radford architecture, Keras framework)

dcgan dcgan-keras dcgan-model deep-learning deep-neural-networks deepfakes face-generation gan gan-keras image-generation image-generator keras keras-models keras-tutorials python radford

Last synced: 16 Jan 2025

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/pprp/classify.keras

classify custom deep-learning keras

Last synced: 31 Jan 2025

https://github.com/somjit101/mnist-classification-cnn

A simple study on the use of CNNs for a simple handwritten number image classification task using the Keras framework (with Tensorflow background).

cnn cnn-classification cnn-keras convolutional-neural-networks keras maxpool2d mnist-classification mnist-dataset neural-network neural-networks

Last synced: 16 Jan 2025

https://github.com/juldpnt/flower-classification-transfer-learning

Classification of few flowers based on transfer learning

classification cnn keras transfer-learning

Last synced: 20 Jan 2025

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: 31 Jan 2025

https://github.com/zahraarshia/persiantopicdetection

An implementation of a deep convolutional neural network to classify Persian news topics.

cnn keras newsclassification nlp persian

Last synced: 09 Jan 2025

https://github.com/tuki0918/ksnctf-34-are-you-human

cnn-classification ctf keras writeups

Last synced: 22 Jan 2025

https://github.com/metriccoders/metriccoders_keras

This is the repository containing Keras notebooks and python code.

keras machine-learning natural-language-processing python

Last synced: 22 Jan 2025

https://github.com/giatraskon/machine_learning_assignments

Machine learning assignments covering regression, classification, neural networks, adversarial examples, and real-time emotion detection using Python. Includes theoretical insights and practical implementations.

adversarial-examples bayesian-inference bias-variance-tradeoff cifar10 classification deep-learning emotion-recognition iris-dataset k-nearest-neighbours keras machine-learning mnist neural-networks opencv pima-indians-diabetes python regression ridge-regression scikit-learn tensorflow

Last synced: 01 Feb 2025

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: 01 Feb 2025

https://github.com/jesusgraterol/bitcoin-trend-prediction-model-with-tensorflow

In this notebook, we build and train a Multi-Step / Multi-Output Regression Model powered by TensorFlow & Keras in order to predict Bitcoin's future trend.

bitcoin datascience derivatives futures keras machinelearning priceprediction tensorflow trading trading-bot trading-strategies trendprediction

Last synced: 17 Jan 2025

https://github.com/akshatsrivastava0312/image-predictor

A simple webapp to predict image using Django and Keras

ai data-science django-application keras python resnet-50

Last synced: 16 Jan 2025

https://github.com/marcolugo/keras-deep-learning-examples

Various Keras examples, from classification to instance segmentation, built with image data generated from scratch

computer-vision deep-learning keras neural-networks

Last synced: 12 Feb 2025

https://github.com/snandasena/dog_breed_classification_using_cnn

Predict dog breed using CNN

convolutional-neural-networks deep-learning jupyter-notebook keras machine-learning python3

Last synced: 01 Feb 2025

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/blakley/fluency

A desktop application to assist in learning languages. Uses a deep learning model to generate translations.

keras language-translation python3 seq2seq tensorflow transformer-architecture

Last synced: 01 Feb 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: 12 Feb 2025

https://github.com/nikiforovta/summer-project-21

dog-breed-classifier keras pandas pyqt5 python python3 scikit-learn

Last synced: 16 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/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/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: 01 Feb 2025

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/saranshmanu/handwriting-recognition-using-cnn

ML script to train the CNN and ANN model using MNIST database to recognise numbers from the input image using Keras or Tensorflow framework

artificial-intelligence cnn convolutional-neural-networks deep-learning handwritten-digit-recognition keras mnist tensorflow

Last synced: 01 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/carlthome/tfjs-gradcam

Grad-CAM implementation in TensorFlow JS.

gradcam imagenet keras tensorflow-js

Last synced: 02 Jan 2025

https://github.com/divakarkumarp/pneumonia-detection

Deep learning (DL) model is a pneumonia fighter! Trained on chest X-ray images, it analyzes patterns to detect the lung infection. Imagine a digital doctor scrutinizing the X-ray, pinpointing areas that might be pneumonia. The model outputs a probability score, helping doctors confirm or rule out the illness.

cnn deep-learning docker keras python scikit-learn streamlit tensorflow

Last synced: 22 Jan 2025

https://github.com/sajalkmr/imageclassification

Build a CNN Image classifier model using your own images with Tensorflow

cnn cnn-classification cnn-keras cnn-model deep-learning image-classification jupyter-notebook keras machine-learning opencv python tensorflow

Last synced: 22 Jan 2025