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/chrisby/deepcardiology

Implementations of deep and other ML approaches for cardiology.

cardiology convolutional-neural-networks deep-learning healthcare keras machine-learning

Last synced: 19 Dec 2024

https://github.com/brookisme/dfgen

Keras Image Generator from Dataframes

deeplearning keras machine-learning tensorflow theano

Last synced: 16 Nov 2024

https://github.com/amarlearning/language-translation-model

Neural network model to translate text from french to english langauge

encoder-decoder-model keras keras-neural-networks machine-learning neural-machine-translation nlp

Last synced: 14 Nov 2024

https://github.com/mohammedyunus009/dnn_acoustic_rec

A acoustic sound or environmental sound recogniser, uses deep neural networks to train on models

deep-learning deep-neural-networks extract-features keras sound sound-processing sound-synthesis soundcloud-api tensorflow

Last synced: 20 Dec 2024

https://github.com/phreakyphoenix/explainable-diabetic-retinopathy-detection

Detection of DR especially NPDR using ML, helping millions across the world. Repo created for Google AI ExploreML Mentorship

keras neuralnetworks tensorflow

Last synced: 14 Nov 2024

https://github.com/imdeep2905/digit-recognizer

This is a little project which implements ML model (trained on "Hello World of ML" - MNIST Digit Dataset) in real life.

convolutional-neural-network deep-learning keras mnist-classification mnist-handwriting-recognition opencv-python python tensorflow tkinter

Last synced: 19 Nov 2024

https://github.com/riccardobiondi/catopuma

Customizable Advanced Tensorflow(Torch) Objects to Preprocess, Upload, Model and Augment

deep-learning image-processing keras tensorflow

Last synced: 10 Oct 2024

https://github.com/gaborvecsei/swiss-army-tensorboard

A tool which helps you to release the true potential of Tensorboard

keras log logger python tensorboard tensorflow visualization

Last synced: 29 Dec 2024

https://github.com/turgut090/cirq

R interface to Cirq - quantum circuits, computers, and simulators.

circuit cirq hardware keras quantum quantum-circuit quantum-computers quantum-computing qubits r simulators tensorflow

Last synced: 16 Nov 2024

https://github.com/sadmansakib93/medical_image_classification_keras

This is an example of medical image classification (binary classification) using Keras. Note that, the model is not fully optimized in this program, and hence it can be further optimized and the accuracy of the model can be enhanced further.

convolutional-neural-networks deep-learning deep-neural-networks image-classification keras keras-neural-networks machine-learning medical-image-analysis

Last synced: 12 Nov 2024

https://github.com/yashkant/pnas-binary-nets

Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.

automl binarized-neural-networks keras neural-architecture-search tensorflow-experiments

Last synced: 21 Dec 2024

https://github.com/facundoq/tmeasures

The Transformational Measures (TM) library allows neural network researchers to evaluate the invariance and equivariance of their models with respect to a set of transformations. Support for Pytorch (current) and Tensorflow/Keras (coming).

equivariance invariance keras measure neural-networks python python3 pytorch tensorflow variance

Last synced: 11 Oct 2024

https://github.com/vhidvz/imagenet-keras

Simple tf.keras imagenet training.

imagenet keras

Last synced: 21 Nov 2024

https://github.com/kasim95/ocr_math_expressions

A Deep Learning pipeline to recognize mathematical expressions from images

keras mathematics optical-character-recognition python python3 tensorflow tensorflow-models

Last synced: 09 Nov 2024

https://github.com/tobybreckon/python-cnn-tools-test

a set of simple tools to check if we have TensorFlow, Keras and PyTorch setup correctly to use GPU

gpu keras opencv pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/tootouch/u-net_segmentation_with_tensorboard

This project implements the U-Net architecture used in image segmentation and visualizes the learning process using Tensorboard.

deep-learning image-segmentation keras python tensorboard tensorflow unet-segmentation

Last synced: 12 Nov 2024

https://github.com/offchan42/honnet

๐Ÿค– Deep learning predicts who would win in a HoN match given heroes of both team

convolutional-neural-networks deep-learning game heroes-of-newerth hon keras neural-networks

Last synced: 29 Oct 2024

https://github.com/deepraj21/realtime-stock-predictor

This is a Streamlit app for predicting stock prices. It uses data from Yahoo Finance to show the stock's closing price, a chart of the closing price vs time, and a chart of the closing price vs time with the 100-day moving average and 200-day moving average. The user can input a valid stock ticker symbol and view the data for that stock.

deep-learning google-cloud keras lstm pandas-dataframe python scikit-build streamlit tensorflow

Last synced: 02 Nov 2024

https://github.com/himkt/keras_example

Reimplementations

keras python reimplementation

Last synced: 07 Dec 2024

https://github.com/leopeng1995/captcha_service

Captcha Service๏ผŒ้ชŒ่ฏ็ ่ฏ†ๅˆซๆœๅŠก

captcha-solving cnn keras rnn tensorflow

Last synced: 08 Nov 2024

https://github.com/parthasdey2304/nvai

A website that helps you to detect Brain tumour using Computer Vision.

brain-tumour-detection flask-api flowbite genai hackathon-project keras machine-learning react remixicons tailwindcss tensorflow

Last synced: 19 Nov 2024

https://github.com/antoniocarta/threernn

ThreeRNN model for SemEval 2017 Task 3

keras ml nlp nlp-machine-learning python rnn

Last synced: 05 Dec 2024

https://github.com/craftworksgmbh/mldocs

Documentation for the Machine Learning Process

documentation keras machine-learning sklearn

Last synced: 27 Sep 2024

https://github.com/timofurrer/hslu-pren-digit-cnn

Convolutional Neural Network to recognize digits used in the PREN class @ HSLU

cnn digit-recognition hslu keras machine-learning pren tensorflow

Last synced: 19 Dec 2024

https://github.com/luca-parisi/m_arcsinh

m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)

activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow

Last synced: 30 Oct 2024

https://github.com/nikhil25803/foodvision

FoodVision is a Python project focused on multiclass image classification, employing Convolutional Neural Networks (CNN).

cnn deeplearning keras multiclass-classification python python3 tensorflow tkinter

Last synced: 17 Dec 2024

https://github.com/lorenzwalthert/kerasmisc

Add-on functionality for the R implementation of Keras

callback keras learning-rate

Last synced: 05 Jan 2025

https://github.com/mbarbetti/pidgan

:package: GAN-based models to flash-simulate the LHCb PID detectors

deep-learning flash-simulation gan keras lhcb-experiment lhcb-lamarr machine-learning pid tensorflow ultrafast-simulation

Last synced: 11 Oct 2024

https://github.com/ayberkyavuz/artificial_neural_network_automation

This repository is for automating artificial neural network model creation with tabular data using Keras framework.

automation deep-learning easy-to-use keras machine-learning neural-network python supervised-learning tabular-data

Last synced: 11 Oct 2024

https://github.com/sayakpaul/keras-examples-randaugment

Full experimentation notebook for my Keras Example on using RandAugment.

computer-vision imgaug keras randaugment robustness tensorflow

Last synced: 28 Dec 2024

https://github.com/mayuanyang/doggy

An AI model to classify dog's actions

keras tensorflow

Last synced: 19 Nov 2024

https://github.com/sayakpaul/patients-conversation-detector

Contains my experiments for ZS's hiring hackathon (II).

data-science keras machine-learning nlp python scikit-learn text-classification

Last synced: 28 Dec 2024

https://github.com/jn513/mask_detect

Sistema para Detecรงรฃo Facial que reconhece se a pessoa esta usando mascara ou nรฃo.

colab-notebook colaboratory keras keras-tensorflow opencv opencv-python python python3 sklearn tensorflow tensorflow2

Last synced: 15 Dec 2024

https://github.com/ayulockin/deepgenerativemodeling

Towards Generative Modeling from (variational) Autoencoder to DCGAN

autoencoder autoencoder-architecture keras keras-tensorflow vae vae-gan vae-implementation

Last synced: 09 Jan 2025

https://github.com/antz22/visionary

Visionary is a revolutionary mobile app that assists the visually impaired in interacting with the world. (2nd Place Overall MEGA Hack)

accessibility computer-vision flask flutter inclusivity keras machine-learning object-detection python tensorflow

Last synced: 19 Nov 2024

https://github.com/chen0040/keras-timeseries-web-api

recurrent neural networks for timeseries prediction in Keras

keras prediction timeseries

Last synced: 16 Dec 2024

https://github.com/programminginblood/neuralchat

NeuralChat is a chatbot created in Python using NLTK, Tensorflow, keras, numpy and FastAPI.

ai keras keras-tensorflow ml nltk nltk-python python python3 tensorflow tensorflow2

Last synced: 15 Nov 2024

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

A calculator that uses handwritten Kannada digits and operators to calculate the result, using contour detection and CNN model predictions. Made using PyTorch, OpenCV, PIL and CustomTkinter.

basic-arithmetic-operations cnn cnn-classification cnn-keras convo handwriting-calculator handwritten-digit-recognition jupyter-notebook kannada kannada-digit kannada-mnist keras keras-models keras-tensorflow mnis opencv opencv2 pillow tensorflow tensorflow2

Last synced: 04 Dec 2024

https://github.com/adirthaborgohain/lstm-classifier-with-hyperparameter-tuning

A simple bidirectional LSTM Classifier to classify sentiments on a text. Hyperparameter tuning is done using Randomized CV Search to find best parameters for the deep learning model.

keras lstm-neural-networks parameter-tuning rnn sentiment-analysis

Last synced: 11 Dec 2024

https://github.com/rcmalli/polimi-dl-project

Polimi Deep Learning PHD Course 2018 Project

deeplearning depth-estimation keras tensorflow

Last synced: 11 Dec 2024

https://github.com/ihabbendidi/trigger-word-detection

An implementation of trigger word detection using keras, for detecting digits spoken in an audio

audio deep-learning detection fourier-transform gru keras precision python rnn spectograms speech-recognition trigger trigger-word-detection wave

Last synced: 16 Dec 2024

https://github.com/fitomad/bicimad-bike-identifier

Keras, Vision y CoreML para desarrollar una app que identifica los nรบmeros de serie de las bicicletas del servicio BiciMAD

convolutional-neural-networks coreml coremltools image-recognition ios keras python swift swift4 vision vision-api

Last synced: 06 Dec 2024

https://github.com/shaswata56/facial_expression_recognition

Facial Expression Recognition in Keras using a CNN.

expression facial flask keras realtime recognition tensorflow

Last synced: 03 Jan 2025

https://github.com/ptyadana/iris-flower-ml-app

iris flower predictions Machine Learning app using Tensorflow, Keras, ScikitLearn, Flask deployed on Heroku

flask heroku keras machine-learning scikit-learn tensorflow2

Last synced: 15 Nov 2024

https://github.com/camara94/convolutional-neural-networks

Implement the foundational layers of CNNs (pooling, convolutions) and stack them properly in a deep network to solve multi-class image classification problems.

cnn-keras deep-neural-networks keras tensorflow

Last synced: 23 Dec 2024

https://github.com/rid17pawar/fashionapparelclassification-webapp

A web application for classifying clothing photos uploaded by users. It makes use of a deep learning model which is deployed using FastAPI. Achieved 85% accuracy in classifying images.

cnn-keras cnn-model fastapi image-classification keras keras-models keras-neural-networks neural-network react reactjs

Last synced: 17 Nov 2024

https://github.com/crispengari/keras-api

๐Ÿ’Ž Introduction to Keras API and TensorFlow for Researchers

ai deep-learning jupyter-notebook keras machine-learning matplotlib numpy python scikit-learn tensorflow

Last synced: 16 Dec 2024

https://github.com/iamgmujtaba/gif-acoustic

Original Keras implementation of the code for the paper "Client-driven animated GIF generation framework using an acoustic feature," at 1171: Real-time 2D/3D Image Processing with Deep Learning (MTAP)

client-side ffmpeg gif gif-animation gifs gifs-generated gtzan-dataset keras keras-implementations keras-tensorflow tensorflow tesnorflow

Last synced: 16 Dec 2024

https://github.com/vuuuuk/pointnet-detectron2-training

PointNet training with custom Intel RealSense L515 dataset, Detectron2 training with custom Roboflow dataset

detectron2 google-colaboratory jupyter-notebooks keras lidar-point-cloud open3d pointnet python3 realsense2 roboflow tensorflow

Last synced: 25 Dec 2024

https://github.com/ltfschoen/aind2-rnn

Term 2 Project 2 RNN and LSTM for time-series prediction and text generation

jupyter-notebook keras lstm-networks multi-class-classification recurrent-neural-networks

Last synced: 07 Dec 2024

https://github.com/aman9026/covid-19-predictor-dataset

Predict COVID-19 by analyzing chest X-Ray image

corona corona-xray coronavirus coronavirusprediction keras ml mlops python

Last synced: 15 Dec 2024

https://github.com/sedflix/deepflowercounter

Count a particular kind of flower in an image by training our model on 10-15 images using class-agnostic-counting

counting-objects deep-learning few-shot-learning flower-counting keras

Last synced: 31 Dec 2024

https://github.com/madeyoga/mnist

Train digit recognition model using Tensorflow and Keras with MNIST dataset

computer-vision digit-recognition handwritten-digit-recognition keras mnist tensorflow

Last synced: 15 Nov 2024

https://github.com/abhilash1910/datahour_diffusion

Presentation of the session on Diffusion Principles on behalf of Analytics Vidhya datahour. Youtube: https://www.youtube.com/watch?v=DIdbsfzK7IUtube:

autoencoders clip diffusion keras tensorflow

Last synced: 21 Nov 2024

https://github.com/caronl/mnist_app

Repository for this app :

digit-recognition keras shinyapps tensorflow

Last synced: 04 Dec 2024

https://github.com/rajaprerak/ml_dl_webapp

Machine learning and Deep learning project

flask heroku keras knearest-neighbors python scikit-learn tensorflow

Last synced: 25 Dec 2024

https://github.com/geektrovert/deepnumta

A Comprehensive Study on Deep Learning Approaches for Bengali Handwritten Digit Recognition

bangla bangla-digit-recognition deep-learning digit-recognition handwritten-digit-recognition keras python3 tensorflow

Last synced: 25 Nov 2024

https://github.com/harleyszhang/image_classification_project

kaggle ๅ›พๅƒๅˆ†็ฑปๆฏ”่ต›้กน็›ฎ๏ผŒๆไพ›ไบ†้กน็›ฎ bsaelineใ€‚

image-classification kaggle-bsaeline keras

Last synced: 02 Jan 2025

https://github.com/Wigder/inns

An experiment using neural networks to predict obesity-related breast cancer over a small dataset of blood samples.

breast-cancer breast-cancer-diagnosis breast-cancer-prediction breastcancer-classification cancer cancer-detection classifier keras keras-tensorflow machine-learning python python3

Last synced: 20 Nov 2024

https://github.com/gosha20777/yolo-v3-keras

Keras implimettation of YOLOv3

cv keras neural-network object python yolov3

Last synced: 22 Nov 2024

https://github.com/gosha20777/neuroexploit

A self-learning neural network for automatic pentest

keras pentest python self-learning tensorflow

Last synced: 22 Nov 2024

https://github.com/wdbm/ml_draft_material

machine learning introduction, featuring Python, TensorFlow, Keras, examples... and love

convolutional-neural-networks keras lstm-neural-networks machine-learning tensorflow tensorflow-tutorials

Last synced: 07 Dec 2024

https://github.com/lyra-ai-team/yarinin-sehirleri-hackathon

This repo contains Lyra AI's project named ServeSmart in the scope of AI hackathon that organized by Habitat Association - Vodafone Foundation.

aritificial-intelligence css html javascript jupyter-notebook keras python tensorflow

Last synced: 20 Nov 2024

https://github.com/harmanveer2546/bird-species-prediction-using-deep-learning

Using convolutional neural networks to build and train a bird species classifier on bird pics data with corresponding species labels, also build GUI for the same.

callback deep-learning eda gui image-classification imagegenerator keras maxpooling mobilenetv2 opencv pillow plotly python tensorflow

Last synced: 13 Nov 2024

https://github.com/aribornstein/keras-3d-image-classification

Based on the Keras 3D Image Classification from CT Scans by Hasib Zunair from the Keras IO examples repo

3dimageclassification gridai keras tensorboard tensorflow

Last synced: 22 Nov 2024

https://github.com/h-fuzzy-logic/python-windspeed

Predicting hurricane windspeed from satellite images

cnn keras python tensorflow

Last synced: 15 Dec 2024

https://github.com/kpriyanshu256/animevscartoon

Classification of anime and cartoon.

anime cartoon cnn keras tflearn transfer-learning vgg19

Last synced: 28 Nov 2024

https://github.com/abhash-rai/traffic-image-classifier

A web-based solution utilizing a robust tensorflow model for precise traffic condition classification made in ReactJs and FastAPI for backend.

cnn cnn-classification cnn-keras cnn-model data-analysis data-science data-visualization fastapi keras keras-tensorflow python python-3 python3 react reactjs tensorflow traffic traffic-classification transfer-learning

Last synced: 15 Nov 2024

https://github.com/aromoh/keras-distributed-streaming

Distributed Keras model for making predictions of sentiment from Spanish sentences in stream context using Spark Streaming and Apache Kafka

cnn-keras kafka keras keras-tensorflow pyspark-notebook sentiment-analysis spark spark-streaming

Last synced: 09 Dec 2024

https://github.com/fpaskali/trus-segmentation

Python workflow for automatic prostate segmentation in transrectal ultrasound 3d images by using deep learning v-net model.

3d deep-learning image-processing keras python segmentation tensorflow

Last synced: 08 Dec 2024

https://github.com/shreyasbapat/ayushmanbhavagui

GUI and backend for Ayushman Bhava - DP 2018. Ayushman Bhava is a fully automatic and smart medical vending machine.

ajax-request flask gpio javascript keras tensorflow

Last synced: 10 Dec 2024