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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/roma-glushko/morty

πŸ”¬ Lightweight experiment and configuration manager for small ML/DL projects and Kaggling

deep-learning experiment-management experiment-monitor experiment-tracking keras machine-learning pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/tushar-ml/darkneuron

This Library will deal with the implementation of Automatic Deep Learning which can reduce the time and Complexity for non-technical users and Specialists in this field to train their own networks with significant accuracies and can perform Image Classification, Object Detection and hybridization of Models.

automation-framework classification-model keras keras-tensorflow object-detection python yolov4

Last synced: 28 Oct 2024

https://github.com/thefloatingstring/cure-melanoma

Using Deep Learning to enhance cancer treatment. Project presented at the 2018 Startupfest hackathon.

cancer cancer-research flask image-recognition keras

Last synced: 13 Nov 2024

https://github.com/markmusic27/learning

πŸ‘“ This repository follows my journey of my learning software development, computer science, and general sciences.

dart flutter keras learning machine-learning python tensorflow typescript

Last synced: 09 Nov 2024

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

Logical fork of keras-io

keras tensorflow

Last synced: 21 Dec 2024

https://github.com/jsmolka/tensor-ocr

Optical character recognition using Tensorflow.

keras ocr python tensorflow

Last synced: 05 Nov 2024

https://github.com/mikel-brostrom/lstm_tutorial

Tutorials for signal prediction with LSTM networks in keras

keras lstm-tutorial

Last synced: 07 Nov 2024

https://github.com/sayakpaul/consistency-training-with-supervision

Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".

computer-vision consistency-regularization keras robustness-experiments tensorflow

Last synced: 28 Dec 2024

https://github.com/unit8co/amld-workshop-pneumonia

Workshop about detecting pneumonia in X-Ray images

amld2019 cnn keras notebook transfer-learning

Last synced: 05 Nov 2024

https://github.com/philipperemy/keras-mode-normalization

Keras Implementation of Mode Normalization (Lucas Deecke, Iain Murray, Hakan Bilen, 2018)

batch-normalization keras tensorflow

Last synced: 24 Oct 2024

https://github.com/strcoder4007/covid-19-deep-learning

Detecting COVID-19 using X-ray Images, CT Scans and Deep Learning

kaggle-xray-dataset keras numpy sklearn tensorflow

Last synced: 12 Nov 2024

https://github.com/avishreekh/chest-x-ray-abnormality-classification

This projects aims to detect abnormalities in chest X-rays using methods in Deep Learning.

deep-learning keras medical-imaging

Last synced: 02 Dec 2024

https://github.com/m-romanenko/rl-quadcopter

Using Reinforcement Learning to teach a quadcopter how to fly

ddpg keras python reinforcement-learning

Last synced: 11 Oct 2024

https://github.com/adamspannbauer/keras_image_r_python

comparing a keras image classification task done in R and python

computer-vision image-classification keras python r vgg19

Last synced: 11 Oct 2024

https://github.com/levperla/time_series_prediction_rnn

πŸ“ˆ Library for time series forecasting with RNN

deep-learning keras lstm rnn time-series

Last synced: 11 Oct 2024

https://github.com/arhik/ddpg_hfo

reinforcement learning experiment in HFO Partial Observable environment. This is an attempt to recreate or perform better if possible the results from the paper.

ddpg keras reinforcement-learning

Last synced: 07 Nov 2024

https://github.com/jcrodriguez1989/kerasmodelcreator

ShinyApp: Visually design Keras models for R language

deep-learning designer gui keras model r shiny tensorflow

Last synced: 11 Oct 2024

https://github.com/en10/nasnet

NASNet in Keras

keras nasnet-models

Last synced: 05 Dec 2024

https://github.com/jcrodriguez1989/KerasModelCreator

ShinyApp: Visually design Keras models for R language

deep-learning designer gui keras model r shiny tensorflow

Last synced: 18 Nov 2024

https://github.com/githubuseraccountamazing/leukoright

A web app that uses a custom-built Keras model to recognize and classify white blood cells from microscopic images. It can distinguish between different types of WBCs and identify artifacts and bursted cells. I created this app as a way to explore image recognition technologies and to learn how to develop Keras models from scratch.

blood-analysis cell-recognition cell-types hematology image-classification keras leukocytes lymphocyte machine-learning microscopy microscopy-images monocyte neutrophil webapp white-blood-cells

Last synced: 19 Nov 2024

https://github.com/tonandr/ymc

Yaw misalignment calibrator of wind turbine using RNN and Kalman filter

kalman-filter keras recurrent-neural-network seq2seq-model wind-turbine yaw-misalignment-calibration

Last synced: 14 Oct 2024

https://github.com/anonym0uswork1221/jaraconverse-transformersbased

This JaraConverse model is a cutting-edge Transformer-based supervised Language Model (LLM) specifically designed for generating Python code snippets.

ai code-generator conversational-ai deep-neural-networks keras keras-nlp large-language-model llm machine-learning optimized python scratch tensoflow transformers transformers-models

Last synced: 10 Oct 2024

https://github.com/tonandr/face_vijnana_yolov3

Face detection keras model based on yolov3.

face-detection keras yolov3

Last synced: 14 Oct 2024

https://github.com/ar4ikov/sentimentfilter

Быстрая ΠΈ удобная Π±ΠΈΠ±Π»ΠΈΠΎΡ‚Π΅ΠΊΠ° для ΠΎΡ†Π΅Π½ΠΊΠΈ Ρ‚ΠΎΠ½Π°Π»ΡŒΠ½ΠΎΡΡ‚ΠΈ тСкста с использованиСм нСйросСти

cnn-keras cnn-text-classification filter keras lstm open-source sentiment sentiment-analysis tensorflow

Last synced: 17 Dec 2024

https://github.com/johnolafenwa/deepreview

Baseline Implementation of Popular Deep Learning Papers

computer-vision deeplearning keras neural-networks

Last synced: 05 Dec 2024

https://github.com/sayakpaul/reproducibility-in-tf.keras-with-wandb

Contains code for my model reproducibility experiments. Report attached.

keras reproducible-research tensorflow

Last synced: 28 Dec 2024

https://github.com/jay-johnson/antinex-client

AntiNex python client for training and using pre-trained deep neural networks with JWT authentication

ai ai-security anti-nex artificial-intelligence deep-neural-networks jwt keras python rest-client tensorflow

Last synced: 10 Oct 2024

https://github.com/soumyajit4419/writing_like_shakespeare

Automated Text Generation uisng LSTM.

keras lstm nlp poem shakespeare tensorflow

Last synced: 24 Oct 2024

https://github.com/lewiscollum/frostav

From an almost fully 3D printed chassis, to sign detection using Yolo, FrostAV provides a broad and multifaceted source of inspiration for your own autonomous vehicle project.

3d-printing arch-linux-arm arduino atmega328p avr canny-edge-detection darknet flask gunicorn hough-line-transform keras makefile nginx opencv raspberry-pi-4 yolov3-tiny

Last synced: 12 Nov 2024

https://github.com/abhaskumarsinha/keras-implementation-of-transformer-architecture

This repository presents a Python-based implementation of the Transformer architecture on Keras TensorFlow library, as proposed by Vaswani et al. in their 2017 paper "Attention is all you need."

bert bert-model keras machine-translation natural-language-generation natural-language-processing natural-language-understanding nlp nlp-machine-learning nlp-parsing nmt nmt-model tensorflow tensorflow-tutorials tensorflow2 transformer transformer-architecture transformer-models translation

Last synced: 10 Oct 2024

https://github.com/lamba92/pinsir

PINSIR, or Person Identification Network Stack for Identity Recognition, is a scalable open source end to end solution for face detection and identity recognition.

comparison detection docker extraction face-detection grpc identity-recognition keras kotlin kotlin-multiplatform microservice neural-networks tensorflow

Last synced: 10 Nov 2024

https://github.com/byte7/adaptive-curriculum-gan-keras

Keras implementation of Adaptive Curriculum GAN

gans generative-adversarial-network keras

Last synced: 15 Oct 2024

https://github.com/vufa/amazonedge

An AI for Game of Amazons.

amazons keras python tensorflow

Last synced: 13 Nov 2024

https://github.com/gaborvecsei/neural-network-dreams

Learning an abstract representation of the word which is called the dream

deep-learning gru keras lstm machine-learning rnn vae

Last synced: 11 Oct 2024

https://github.com/arthurdouillard/keras-squeeze_and_excitation_network

Implementation in Keras of Squeeze and Excitation (https://arxiv.org/abs/1709.01507)

computer-vision deep-learning keras

Last synced: 11 Oct 2024

https://github.com/aureliusivan/spotify-recommender-system-with-word2vec

This project is a recommender system for Spotify songs. The system uses the Word2Vec model to find similar songs based on the song's lyrics.

keras mongodb spark word2vec

Last synced: 27 Oct 2024

https://github.com/maximellerbach/car-dcgan-keras

my implementation of DCGAN with keras, trained on car dataset

dcgan gan generative-adversarial-network keras

Last synced: 22 Oct 2024

https://github.com/sondosaabed/datacamp-image-processing-track

This track covers the fundamentals, from image pre-processing to deep learning. Began with image enhancement, restoration, biomedical images to convolutional neural nets, build powerful deep learning image classifiers.

biomedical-image-processing image-analysis image-processing keras matplotlib python scipy

Last synced: 06 Nov 2024

https://github.com/paulfitz/segmenty

training convnets to segment visual patterns without annotated data

computer-vision convolutional-neural-networks keras segmentation

Last synced: 27 Oct 2024

https://github.com/metriccoders/ai-studio

AI Studio by Metric Coders: A No-Code Software to train, download and deploy Large Language Models.

ai-studio artificial-intelligence generative-ai keras langchain large-language-models llm machine-learning natural-language-processing nlp python python3 scikit-learn tensorflow

Last synced: 29 Dec 2024

https://github.com/nemeslaszlo/social-media-analysis-based-on-covid-19-with-sentiment-analysis-ner-and-information-extraction

This repository contains the social media data scraper and the notebooks of this analysis. Where we analise the Social Media posts - tweets with Sentiment Analysis then we analyse this results with Named Entity Recognition (NER) and Information Extraction methods to get a more accurate and detailed picture of this sentiment results.

bert data-science data-visualization information-extraction keras named-entity-recognition nltk reccurent-neural-network tensorflow textblob

Last synced: 01 Dec 2024

https://github.com/aflah02/gsoc_report

A report for the work I did during my Google Summer of Code 2022 Project with TensorFlow

deep-learning keras nlp tensorflow

Last synced: 20 Nov 2024

https://github.com/fblupi/image-classification-cervical-cancer

Repository for Kaggle's competition: "Intel and Mobile ODT Cervical Cancer Screening"

cnn deep-learning image-classification keras mxnet tensorflow

Last synced: 03 Dec 2024

https://github.com/zhixiangli/alphagomoku-zero

An implementation by AlphaZero algorithm for Gomoku (Gobang / Five Chess)

alphago alphago-zero alphazero gobang gomoku keras mcts

Last synced: 12 Dec 2024

https://github.com/sekunho/fen_gen

Generate Forsyth-Edward notations from chess board images

chess deep-learning elixir fen forsyth-edwards-notation keras machine-learning neural-networks phoenix tensorflow2

Last synced: 26 Nov 2024

https://github.com/pprp/yolov3.keras

yolov3.keras for VOC2007

keras object-detection voc yolov3

Last synced: 04 Dec 2024

https://github.com/thecoderpinar/plant-health-monitoring

🌱 This project aims to automate plant health monitoring using computer vision and deep learning. It focuses on accurate disease detection and classification in plants through rigorous data preprocessing and robust model selection.

agriculture artificial-intelligence cnn cnn-model computer-vision deep-learning github keras machine-learning open-source opencv plant-health tensorflow

Last synced: 16 Dec 2024

https://github.com/mlh-fellowship/0.1.2-sentiment-analysis-visualization

Machine Learning Web Application. Helps to visualize a character-by-character breakdown of how sentiment analysis classifies text

bentoml keras keras-neural-networks lstm lstm-sentiment-analysis machine-learning machine-learning-algorithms sentiment-analysis-visualization visualizations

Last synced: 17 Dec 2024

https://github.com/barqawiz/ai-nanodegree-term2

Python code for AI Nanodegree Term2 Projects (Keras+Tensorflow)

ai aind2-nlp-capstone aind2-rnn dog-project keras tensorflow udacity

Last synced: 01 Jan 2025

https://github.com/crispengari/gender-classification

this is a simple rest api serving a deep learning model that classifies human gender based on their faces. (vgg16 transfare learning)

artificial-intelligence deep-learning face-re flask gender-classification image-classification keras machine-learning tensorflow vgg16

Last synced: 16 Dec 2024

https://github.com/valaydave/mnist-experiments-with-metaflow

Experimentation Of different deep learning models for classification of digits on a MNIST dataset using Metaflow

deeplearning keras metaflow tensorflow

Last synced: 25 Nov 2024

https://github.com/tspannhw/yolo3-keras-tensorflow

A tweak to https://github.com/qqwweee/keras-yolo3 to store images and json attributes

apache-nifi keras nifi osx python tensorflow yolov3

Last synced: 11 Dec 2024

https://github.com/l0sg/pedestrian_detection

Pedestrian detection with convolutional neural networks

convolutional-neural-networks keras pedestrian-detection

Last synced: 21 Nov 2024

https://github.com/nemeslaszlo/social-media-trends-analysis-based-on-sentiment-and-fresh-runtime-data-collections

Within this scope of repository, we conclude and analyze the sentiments and manifestations (comments,hastags, posts, tweets, images) of the users of the Twitter social mediaplatform, based on the main trends and different subcategories of this trends. Where we analyze, compile, visualize statistics, and summarizefor further processing. (Arcitle's repository))

analysis keras keras-tensorflow recurrent-neural-networks scraper social-media tensorflow2 twitter-api

Last synced: 01 Dec 2024

https://github.com/si-ja/machine-learning---educational-material

This repository is focused on providing educational material to those who start learning Machine Learning with python. [Many things I learn myself as I provide material for education, therefore the repository is of an altruistic character; have fun learning new things!]

ascii ascii-art classes classes-and-objects cv2 education educational keras keras-tensorflow knn knn-classification machine-learning machine-learning-algorithms markov-chain numpy oop pandas sklearn teaching teaching-materials

Last synced: 27 Nov 2024

https://github.com/zackakil/webpage-autoencoder

Showing how you can embed and functioning auto-encoder inside a webpage using tensorflow.js.

autoencoder deep-learning generative-models keras machine-learning tensorflow-js

Last synced: 13 Nov 2024

https://github.com/quentinwach/generative-adversarial-network

Generative model formed by two adversarial artificial neural networks. Implemented with Keras using Tensorflow backend.

adversarial-learning generative-model keras

Last synced: 13 Nov 2024

https://github.com/visionscaper/stateful_multi_gpu

Experimental utility to build stateful RNN models for multi GPU training.

gru keras keras-models keras-tensorflow lstm multi-gpu rnn

Last synced: 16 Nov 2024

https://github.com/vicentebolea/ml-quakes-project

RAPID EARTHQUAKE EARLY WARNING SYSTEM MACHINE LEARNING FRAMEWORK

deep-learning earthquakes keras machine-learning

Last synced: 15 Nov 2024

https://github.com/coreyauger/quickdraw-gan

generative adversarial networks with keras

gan keras python tensorflow

Last synced: 15 Nov 2024

https://github.com/storopoli/solving-captchas

Tensorflow Keras CNN to solve Captchas

captcha computer-vision keras keras-tensorflow tensorflow

Last synced: 20 Nov 2024

https://github.com/leeyunjai/teachablemachine-python

keras and tflite inference code for image project of teachable machine

deep-learning keras machine-learning opencv teachable-machine teachablemachine tensorflow tensorflow-lite

Last synced: 24 Nov 2024

https://github.com/1ambda/jupyter-playground

Jupyter Notebooks for Data Exploit πŸ™‚

jupyter keras notebook tensorflow text-analysis

Last synced: 18 Nov 2024

https://github.com/johnolafenwa/neural-network-tutorials

Code for my tutorials on Artificial Neural Networks

keras mnist mnist-handwriting-recognition neural-networks

Last synced: 05 Dec 2024

https://github.com/abhilash1910/transformers-workshop

Transformers Workshop on behalf of ML India. Contains resource notebook for training/inferring large scale transformer models for different downstream task

bert distilbert electra gpt2 keras t5 tf2 torch transformers

Last synced: 21 Nov 2024

https://github.com/mo7ammedd/cnn-image-classification

img classification model using (CNN)

ai cifer10 keras nural-network pcnn python

Last synced: 22 Nov 2024

https://github.com/ccbp/k210_juglanscar

A deep learning intelligent tracking car based on the K210 chip. The project uses an ESP32 to build an HTTP server for remote control and use MobileNet to train the model, and provides detailed information on the project's structure, environment, and resources, as well as instructions for setting up and using the car.

car deep-learning esp32 k210 keras tensorflow

Last synced: 26 Nov 2024

https://github.com/lindronics/honours_project

University final year project: Deep neural networks for classification of multispectral images. Includes dissertation, research Jupyter Notebooks, and code for TensorFlow CNN models.

android android-application deep-learning deep-neural-networks flir flir-one flir-sdk image-classification keras multispectral multispectral-images tensorflow

Last synced: 04 Dec 2024

https://github.com/shettysach/kannada-digit-recognizer-v1

Using a Convolutional Neural Network (CNN) to identify the Kannada numerical digits. Tensorflow (Keras) is used to create, train and load the neural network model. CustomTKinter/TKinter are used to provide the GUI and OpenCV is used to read input form the GUI.

cnn cnn-classification cnn-keras cnn-model convolutional-neural-networks customtkinter digit-recognition-mnist digit-recognizer kannada kannada-digit kannada-mnist keras keras-classification-models keras-neural-networks mnist mnist-classification opencv tensorflow tensorflow2 tkinter

Last synced: 04 Dec 2024

https://github.com/xasopheno/whoyouare

A Deep Learning Toolkit for Composition and Improvisation

audio keras pyaudio python real-time

Last synced: 31 Dec 2024

https://github.com/chen0040/keras-gan-models

Some generative adversarial network models that I studied

content-generation convolutional-neural-networks gan keras

Last synced: 16 Dec 2024

https://github.com/chen0040/keras-image-to-image

Transform one image to another image in Keras using GAN

convolutional-neural-networks gan image-to-image keras transfer-learning

Last synced: 16 Dec 2024

https://github.com/mattbui/dd_qnet

A Double Dueling Deep Q learning model for turtle bot to navigate in custom gym-gazebo maze

double-dqn dueling-dqn keras qlearning

Last synced: 10 Dec 2024

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model πŸ’›πŸ’›πŸ’›πŸ’›πŸ’›<a name="Model" /> 54 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39 C/C++ Learning Resources 34 Other πŸ’›πŸ’›πŸ’›πŸ’›πŸ’›<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 29 C/C++ Tools and Frameworks 25 NLP Tools, Libraries, and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Projects πŸ’›πŸ’›πŸ’›πŸ’›πŸ’›<a name="Projects" /> 20 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Distributed Computing Learning Resources 18 Python Learning Resources 18 Examples/Notebooks 17 NLP Learning Resources 17 Scala Learning Resources 16 MATLAB Learning Resources 16