Ecosyste.ms: Awesome

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Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

https://github.com/ravindramohith/find_me_out

Face recognition system using a Convolutional Neural Network (CNN) with TensorFlow and OpenCV

convolutional-neural-networks deep-learning face-recognition keras machine-learning opencv tensorflow

Last synced: 21 Dec 2024

https://github.com/abhinavsharma07/hand_gesture_recognition-deep_learning

The objective of this project is to recognize hand gestures using state-of-the-art neural networks.

cnn deep-learning keras lstm modelevaluation recurrent-neural-networks rnn tensorflow

Last synced: 21 Dec 2024

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

Neural Networks, TensorFlow, Keras, Natural Language Processing

algorithms keras machine-learning natural-language-processing neural-networks tensorflow

Last synced: 21 Dec 2024

https://github.com/aromoh/sentiment-analysis-cnn

Project developed in Python 3.5 making use of Keras library (using TensorFlow as backend) to make a model capable of predicting sentiment polarity associated with Spanish tweets.

analisis-sentimiento cnn keras keras-language-modeling keras-tensorflow nlp sentiment-analysis sentimental-analysis

Last synced: 03 Feb 2025

https://github.com/frostbyte012/apni_mitra

A Deep Learning Model that instantly recognizes your emotions and mental health using deep learning neural network libraries and suggests whether a person is annoyed, happy, neutral, depressed, and sad and suggests whether necessary steps should be taken to help them or not.

keras keras-tensorflow opencv-python python tensorflow tensorflow-examples tensorflow2

Last synced: 21 Dec 2024

https://github.com/bredalis/keras

๐ŸŒŸThe use of Keras in DL ๐ŸŒŸ

ia keras librery ml models python tensorflow

Last synced: 14 Jan 2025

https://github.com/nitesh-thapliyal/brailleease

Understand Braille code with ease!

cnn flask keras python tensorflow

Last synced: 18 Jan 2025

https://github.com/anas436/face-mask-detection-ai

A Web App for Real Time and Image Face Mask Detection Using Streamlit

keras opencv streamlit tensorflow

Last synced: 01 Feb 2025

https://github.com/kazuhito00/tf2-keras-explain-examples

Tensorflowใฎๅฏ่ฆ–ๅŒ–่งฃ้‡ˆใƒฉใ‚คใƒ–ใƒฉใƒช(tf-explainใ€Grad-CAM็ญ‰)ใฎJupyterไธŠใงใฎๅฎŸ่กŒไพ‹ใ€‚

gradcam keras tensorflow tf-explain

Last synced: 23 Jan 2025

https://github.com/dulajkavinda/live-sketching

โœ๏ธ Converting live video stream from webcam into a sketch using OpenVC and Keras

added image-filtering keras machinelearning matplotlib numpy opencv python

Last synced: 14 Dec 2024

https://github.com/yashk2810/cifar-10

Applying CNN on CIFAR-10

cifar10 convolutional-neural-networks keras

Last synced: 17 Dec 2024

https://github.com/darraghdog/fish

Kaggle - The Nature Conservancy :fish:

cnn deep-neural-networks kaggle-competition keras region-detection yolo2

Last synced: 20 Dec 2024

https://github.com/belajarqywok/tebakaja_cryptocurrency

provides accurate and scalable cryptocurrency forecasts by integrating advanced techniques, ensuring reliable predictions for informed decisions.

cython fastapi forecasting gcc-complier huggingface keras tensorflow

Last synced: 01 Nov 2024

https://github.com/ariyaarka/plant-disease-detection-app

A beginner level plant disease detection model. It primary works for 3 diseases which is Corn(maize)Common_rust, Potato_Early_blight and TomatoBacterial_spot

cnn datascience deep-learning keras machine-learning python tensorflow

Last synced: 12 Oct 2024

https://github.com/noeyislearning/fruit-classifier-model

This repository contains code and a trained Keras model for classifying fruits using image recognition and machine learning. The model was trained on a dataset of fruit images from the Fruits & Vegetables by Jorge B's dataset.

classifier-model deep-learning keras machine-learning teachable-machine tensorflow

Last synced: 01 Feb 2025

https://github.com/somjit101/human-activity-recognition

This project is to build a model that predicts the human activities such as Walking, Walking Upstairs, Walking Downstairs, Sitting, Standing or Laying using readings from the sensors on a smartphone carried by the user.

decision-tree-classifier eda feature-engineering gradient-boosting-classifier grid-search human-activity-recognition keras logistic-regression lstm random-forest-classifier rbf-kernel scikit-learn seaborn-plots signal-processing support-vector-classifier support-vector-machine t-sne tensorflow uci-har-dataset uci-machine-learning

Last synced: 16 Jan 2025

https://github.com/hamidzr/next-block-prediction

Next block prediction in the block base visual programming environment, NetsBlox

keras rnn tensorflow word2vec

Last synced: 21 Jan 2025

https://github.com/rusiruchapana/blood-group-prediction

Creating a machine learning project to predict blood groups from fingerprint patterns

asp-net-web-api keras matplotlib numpy opencv-python pandas pillow scikit-learn tensorflow

Last synced: 21 Jan 2025

https://github.com/khaymanii/dog_vs_cat_classification_system

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/malwarebo/carcinet

Basic breast cancer detection using Machine Learning

deep-learning keras machine-learning matplotlib numpy python3 scipy tensorflow

Last synced: 07 Jan 2025

https://github.com/ryantusi/chatbots

(under development) Welcome to the Chatbots Repository! These chatbots were developed as part of the "Build a Chatbot with Python Skill Path" course from Codecademy, covering three types of chatbots: rule-based chatbot, retrieval-based chatbot, and generative chatbot.

artificial-intelligence chatbot deep-learning generative-ai keras lstm machine-learning natural-language-processing python tensorflow

Last synced: 20 Jan 2025

https://github.com/sefakcmn00/tensorflow_car_price_analysis

In this project, after extracting the data sets as csv, we tried to represent the car prices graphically and schematically by using data analysis and data visualization methods. We checked the connection of the car prices we analyzed with other data, then we created a 4-layer and 12-neuron system.

data datatrain keras machine-learning matplotlib-pyplot pandas seaborn sklearn tensorflow

Last synced: 13 Jan 2025

https://github.com/techeng322/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 28 Dec 2024

https://github.com/tianxiaomo/keras_detection

Keras implementation of detection model.

cv detection keras

Last synced: 14 Jan 2025

https://github.com/rickiepark/ml-ko

๋จธ์‹ ๋Ÿฌ๋‹, ๋”ฅ๋Ÿฌ๋‹ ํ•œ๊ธ€ ๋ฒˆ์—ญ ์ €์žฅ์†Œ

deep-learning keras machine-learning python scikit-learn tensorflow

Last synced: 21 Dec 2024

https://github.com/nrubin29/3d-or-not

Determine if the object in a given image is 3D printed or not.

classifier keras keras-js react

Last synced: 20 Jan 2025

https://github.com/ansub/mask-detection

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 21 Dec 2024

https://github.com/frgfm/sdcnd-p4-behavioral-cloning

Behavioral cloning project of Udacity Self-Driving Car Engineer

deep-learning flask keras opencv python self-driving-car tensorflow unity3d

Last synced: 29 Dec 2024

https://github.com/kaushalprajapatikp/lstm_rnn_nifty_50_prediction_next_day

This project is created for stock price prediction of Nifty50 index using LSTM neural networks. This project forecasts the next day's stock prices based on historical data from the Nifty 50 index, utilizing data preprocessing, feature scaling, and model training with TensorFlow and Keras. This app is deployed on Streamlit platform.

artificial-intelligence deep-learning keras lstm-neural-networks machine-learning neural-network tensorboard tensorflow

Last synced: 29 Dec 2024

https://github.com/drxwat/scanned_digits_recognition

Scanned digits detector and classifier (CNN, OpenCV)

classifier keras ocr opencv scanned-documents

Last synced: 07 Jan 2025

https://github.com/tushard48/brain-tumour-detection

Brain tumor detection and prediction using keras vgg-16

deep-learning flask keras machine-learning reactjs vgg16-model

Last synced: 10 Oct 2024

https://github.com/prithivsakthiur/data-board

Data Boards - Visualization of various plots ( Analysis )

data-analysis gradio huggingface keras mathplotlib pandas plots pyplot scikit-learn seaborn spaces

Last synced: 21 Dec 2024

https://github.com/kavayk29/quora-duplicate-question-pair

This project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest and LSTM, aiming to streamline question-answering.

beautifulsoup4 bilstm gensim keras lstm matplotlib numpy pandas pytorch random-forest seaborn sklearn tensorflow xgboost

Last synced: 21 Dec 2024

https://github.com/beenish-ishtiaq/dep-task-3-customer-churn-prediction

A machine learning project to predict customer churn using an Artificial Neural Network (ANN) model. The goal is to accurately classify customers who are likely to churn based on their demographic and service usage information.

churn-prediction customer-churn-prediction data-science deep-learning keras machine-learning neural-network tensorflow

Last synced: 21 Dec 2024

https://github.com/chrdek/colab_varioustf

Several tensorflow colab notebooks that I found from various sources

image-classification keras keras-neural-networks tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 21 Dec 2024

https://github.com/coditheck/tensorflow

TensorFlow is an open source Machine Learning library, created by Google, for developing and running Machine Learning and Deep Learning applications.

deep-learning deep-neural-networks keras machine-learning neural-network python tensorflow tensorflow-tutorials

Last synced: 21 Dec 2024

https://github.com/choidae1/machine-deeplearing-study

Repo for learning ใ€Œํ˜ผ์ž ๊ณต๋ถ€ํ•˜๋Š” ๋จธ์‹ ๋Ÿฌ๋‹+๋”ฅ๋Ÿฌ๋‹ใ€(ํ•œ๋น› ๋ฏธ๋””์–ด)

colab keras python tensorflow tensorflow-tutorials

Last synced: 21 Dec 2024

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models

Last synced: 21 Dec 2024

https://github.com/johnnixon6972/resnets

Implementations of ResNet-18, ResNet-34, ResNet-50, ResNet-101, and ResNet-152 in TensorFlow 2, based on the "Deep Residual Learning for Image Recognition" paper by Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun (2015)

convolutional-neural-networks keras neural-network resnet tensorflow

Last synced: 10 Oct 2024

https://github.com/vermavinay982/age-gender-classifier-vggface

Age prediction by classification instead of regression to find age specific features. Trained on 22k images scraped from Wikipedia.

computer-vision deep-learning keras machine-learning

Last synced: 17 Dec 2024

https://github.com/savinrazvan/image_similarity

Compare image similarity using features extracted from the pre-trained VGG16 model. This project leverages cosine similarity for accurate visual similarity assessment, making it ideal for image retrieval and duplicate detection.

computer-vision convolutional-neural-networks cosine-similarity deep-learning feature-extraction image-comparison image-processing image-similarity keras pre-trained-models python vgg16

Last synced: 10 Oct 2024

https://github.com/abhishtagatya/google-trends-predict-covid

๐Ÿฆ  Using Google Trends Data to Predict Covid-19 Cases in Indonesia

covid-19 google google-trends keras lstm

Last synced: 18 Jan 2025

https://github.com/meetptl04/imagestyletranfer

This project demonstrates how to apply neural style transfer using TensorFlow and a pre-trained VGG19 model. The goal is to combine the content of one image with the style of another to create a stylized image. The repository includes code for image processing, loss computation, style transfer, and visualization

image-processing jupyter-notebook keras matplotlib tenserflow

Last synced: 21 Dec 2024

https://github.com/toelt-llc/course-virtuous-ml-lecture

Material for the course given in the VIRUOUS H2020 Project on fundamentals of machine learning and neural networks.

keras machine-learning teaching tensorflow

Last synced: 29 Dec 2024

https://github.com/toelt-llc/course-supsi-lectures-2022

This repositories contains the material for 4 lectures given at the Italian university of applied science in Switzerland.

deep-learning keras teaching

Last synced: 29 Dec 2024

https://github.com/aakanksha1406/fake-news-classifier

to identify when an article might be fake news

keras lstm lstm-neural-networks nltk python scikit-learn tensorflow

Last synced: 10 Oct 2024

https://github.com/ziobrowskipiotr/dog_breed_detection_model

This project focuses on fine-tuning the YOLOv8n model for detecting and classifying 120 different dog breeds using a custom dataset.

keras object-detection opencv pytorch tensorflow yolo

Last synced: 11 Jan 2025

https://github.com/vasukalariya/natural-scene-text-detection-and-recognition

It is based on the concept of Natural Scene Text Detection and Recognition used to extract texts from the images.

cnn image-processing keras opencv-python recognition text-detection

Last synced: 21 Jan 2025

https://github.com/uea-geral/rna-garbage-classification

๐Ÿ—‘Domestic Garbage Classification built in Python and Keras

cnn garbage-classification jupyter keras python

Last synced: 11 Oct 2024

https://github.com/bunyaminyavuz/mnistdenoisingandclassification

A comprehensive project demonstrating the effects of noise on MNIST digit classification and the improvements achieved using denoising techniques. Includes data preprocessing, model training, and visualization using Streamlit.

classification data-augmentation deep-learning denoising image-processing keras machine-learning mnist neural-networks noise-reduction python streamlit tensorflow

Last synced: 30 Dec 2024

https://github.com/keppel/nfer

the easiest way to deploy a keras model

keras

Last synced: 18 Dec 2024

https://github.com/machphy/youtube_sentiment_analysis_api

analyzes sentiment in YouTube video comments using the YouTube Data API and a pre-trained model. It fetches comments, performs sentiment analysis, and visualizes the results on a web interface.

api flask gcp jinja2 keras matplotlib python requests tensorflow

Last synced: 13 Jan 2025

https://github.com/furk4nbulut/veri-bilimi-ve-makine-ogrenmesi

This repository showcases the process and insights I have gained in the fields of data science and machine learning.

data-science keras machine-learning numpy pandas python tensorflow

Last synced: 10 Jan 2025

https://github.com/sayamalt/face-mask-detection

Successfully trained a deep learning model using CNN which can predict to a great level of accuracy whether a given person is wearing a mask or not.

computer-vision convolutional-neural-networks face-mask-detection keras opencv tensorflow

Last synced: 28 Dec 2024

https://github.com/yinguobing/efficientdet-runner

ๆ‰ง่กŒEfficientDetๆจกๅž‹ๆŽจๆผ”็š„ๆœ€ๅฐไปฃ็ ๆจกๅ—

efficientdet keras tensorflow

Last synced: 14 Nov 2024

https://github.com/tanyachutani/wandb-tensorflow2.x

Exploring weights and biases platform for model reproducibility

classification keras mlops reproducibility tensorflow2 tf2 wandb weights-and-biases

Last synced: 10 Jan 2025

https://github.com/vermavinay982/autoencoder-super-resolution

Experiment to enhance image resolutions without GANs by using autoencoder. Input being a small image.

autoencoder deep-learning keras resolution

Last synced: 17 Dec 2024

https://github.com/amirdh17/deep-learning-for-alzheimer-disease-detection-a-cnn-approach

Using CNN model, Alzheimer's disease can be detected in four classes (non, very mild, mild, moderate). Trained model is integrated into a python application which enable user to detect Alzheimer's disease by importing 3D MRI image (NIfTI format).

augmentation deep-learning jupyter-notebook keras kivy nibabel opencv-python pillow preprocessing python tensorflow

Last synced: 11 Jan 2025

https://github.com/gappeah/binance-crypto-prediction-and-analysis

This project leverages the Binance API to acquire real-time data for Bitcoin (BTC) and Ethereum (ETH). The data is then used to train a Long Short-Term Memory (LSTM) neural network model for predicting cryptocurrency prices.

api binance cryptocurrency keras machine-learning neural-networks python tensorflow

Last synced: 07 Jan 2025

https://github.com/raihan4520/cvpr

Jupyter Notebook projects in Python coded during my Computer Vision and Pattern Recognition course at AIUB, focusing on core computer vision techniques.

computer-vision convolutional-neural-network emotion-detection face-mask-detection jupiter-notebook keras matplotlib numpy opencv pandas python tensorflow

Last synced: 14 Nov 2024

https://github.com/vermavinay982/autoencoder-image-denoising

Random Noise removal from image, It can be used to enhance CCTV or photographs having Distortion, ISO Noise.

anomaly-detection deep-learning keras machine-learning tensorflow

Last synced: 17 Dec 2024

https://github.com/aakanksha1406/image-captioning

predicts the captions for the input image

cnn-model keras lstm matplotlib nltk python tensorflow

Last synced: 28 Dec 2024

https://github.com/nixhantb/onsite-health-diagnostic-ohd

The project aids users to predict the Diseases such as cancer, pneumonia , Heart failure etc in web application. Please use the website link mentioned below.

brain-tumor-classification deep-learning diabetes-prediction disease disease-modeling disease-prediction healthcare heart-failure-prediction keras machine-learning malaria-detection pandemic pneumonia-detection project

Last synced: 14 Jan 2025

https://github.com/konyd/deepqlearning-cartpole

This repository implements a Deep Q-Learning algorithm to train an agent to balance a pole on a cart using the CartPole-v1 environment from Gymnasium. The project includes a TensorFlow-based neural network, epsilon-greedy exploration, experience replay, and visualization of the trained agent's performance.

deep-learning deepq-learning gymnasium keras python tensorflow

Last synced: 26 Jan 2025

https://github.com/dpinthinker/lightning_talk_2017

This is the keynotes and demo notebook for GDG Festival 2017 Beijing Lightning Talk

keras tesorflow textclassification

Last synced: 27 Jan 2025

https://github.com/danielstankw/vgg16_xray_image_classifier

Image Classification (3 classes) using VGG-16 Deep Learning Model

covid-19 image image-classification keras tensorflow2 vgg16

Last synced: 02 Jan 2025

https://github.com/prashver/stock-price-prediction-lstm

Using Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM), this project predicts Nestle India stock prices. The dataset spans from May 18, 2018 to May 20, 2022, and results are visualized using matplotlib.

keras lstm-model matplotlib numpy pandas recurrent-neural-network

Last synced: 14 Jan 2025

https://github.com/zrkhadija/yoga-pose-recognition-using-cnns

This project employs deep learning techniques to classify yoga poses from images. Using CNNs, the model predicts the pose name for each input image, leveraging techniques like data augmentation and k-fold cross-validation to enhance performance and reliability.

cnn data-augmentation deep-learning evaluation keras tenserflow

Last synced: 02 Feb 2025

https://github.com/fardinhash/neuralnetwork-architechtures-implementation

Many Neural Network architectures are there. Basically Keras applications. You can find here the structures, implementations all you need. Have fun!

cnn convolutional-neural-networks deep-learning keras keras-application keras-neural-networks machine-learning neural-network neural-network-architectures neuralnetwork nn

Last synced: 14 Jan 2025

https://github.com/kwanit1142/sars-cov-2-detection-radiology-based-multi-modal-multi-task-framework

Keras-based Implementation for "SARS-CoV-2 Detection: Radiology based Multi-modal Multi-task Framework" (Accepted in 45th IEEE EMBC 2k23)

gans keras matplotlib numpy opencv os pandas pillow scipy sklearn tensorflow transfer-learning wasserstein-distance

Last synced: 13 Jan 2025

https://github.com/vachanvy/detr

Simplifying Object detection. DEtection TRansformer (DETR) in JAX. (To be Tested)

computer-vision deep-learning detr jax keras keras-jax neural-network object-detection transformer

Last synced: 26 Dec 2024

https://github.com/gabrielsantoslima/fine-tuning-cnns-example

๐ŸงชAn example of Fine-Tuning of CNN models using Keras and Tensorflow.

cnns fine-tuning keras machine-learning tensorflow

Last synced: 28 Dec 2024

https://github.com/summergift/embedded-ml

Machine Learning on Embedded Platform.

embedded keras machine-learning

Last synced: 16 Jan 2025

https://github.com/md-emon-hasan/learn-deep_learning

A repository containing resources and tutorials for learning deep learning concepts and implementations using Python, TensorFlow, and Keras.

churn-prediction data-science deep-learning keras neural-network tensorflow tensorflow-keras

Last synced: 13 Jan 2025

https://github.com/shibam120302/plant_deseases_prediction

Plant disease forecasting is a management system used to predict the occurrence or change in severity of plant diseases. At the field scale, these systems are used by growers to make economic decisions about disease treatments for control.

keras numpy opencv python

Last synced: 21 Jan 2025

https://github.com/shibam120302/image_watermarking_flask_app

We made this easier than ever using OpenCV with Python to automate watermarking multiple images

flask imagewatermakering imutils keras python tensorflow

Last synced: 21 Jan 2025

https://github.com/shibam120302/face_swap_flask_app

Face Swap is a public Python project that enables you to swap faces with someone. It can be used with photos, videos, and even a live camera.

juypter-notebook keras opencv pillow python

Last synced: 21 Jan 2025

https://github.com/akhilpandey95/uncertainty

Work as part of ANL summer 2020 research on uncertainity quanitification methods in graph neural networks

aleatoric-uncertainty bayesian-deep-learning epistemic-uncertainty gnn graph keras pytorch uncertainty-quantification

Last synced: 29 Dec 2024

https://github.com/den1ksk/digit-recognizer

Kaggle competition

cv kaggle keras mnist pytorch

Last synced: 04 Feb 2025

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

Convolutional Neural network that drives a car in a simulator

cnn deep-learning keras self-driving-car

Last synced: 23 Dec 2024

https://github.com/milankinen/c2w2c

C2W2C language model from my Master's Thesis

deep-learning deep-neural-networks keras nlp recurrent-neural-networks theano

Last synced: 19 Jan 2025

https://github.com/danibcorr/streamlit-sales-suite

๐Ÿ“Š An all-encompassing web platform for data analysis and visualization, powered by Streamlit, complemented by an automated item classifier that streamlines the process of label assignment.

data-analysis data-science data-scraping data-visualization deep-learning insights keras machine-learning mlflow mlops numpy pandas plotly python sales sales-analysis streamlit streamlit-dashboard tensorflow

Last synced: 21 Jan 2025

https://github.com/djdhairya/self-driving-car

Basic Self Driving Car Model using Nvidia and Computer Vision

ai aiml computer-vision csv deep-learning jupyter-notebook keras ml nvidia python3 tensorflow

Last synced: 07 Jan 2025

https://github.com/qinhanmin2014/keras-datasets

For those who are behind the Great Wall

datasets keras

Last synced: 15 Dec 2024

https://github.com/akash-nath29/image-classifier

A Machine Learning Model capable to detect person's mood (happy or sad) from image

deep-neural-networks dnn keras keras-neural-networks keras-tensorflow machine-learning tensorflow tensorflow-models

Last synced: 20 Dec 2024

https://github.com/g-eoj/cv-tl-keras

Use the cross validation functions from scikit-learn to evaluate image classification transfer learning with Keras models.

cross-validation keras numpy scikit-learn transfer-learning

Last synced: 21 Jan 2025