Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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.
- GitHub: https://github.com/topics/keras
- Wikipedia: https://en.wikipedia.org/wiki/Keras
- Repo: https://github.com/keras-team
- Created by: François Chollet
- Released: March 27, 2015
- Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
- Last updated: 2025-01-09 00:19:35 UTC
- JSON Representation
https://github.com/monk1337/multilab
State of art Framework for Multi-label classification
classification deep-learning keras machine-learning multi-label-classification tensorflow tensorflow-models tensorflow-tutorials text-classification text-processing
Last synced: 10 Oct 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/levperla/time_series_prediction_rnn
π Library for time series forecasting with RNN
deep-learning keras lstm rnn time-series
Last synced: 11 Oct 2024
https://github.com/djb15/deblurring
Huawei number plate image deblurring competition entry
deeplearning keras machine-learning python tensorflow
Last synced: 28 Oct 2024
https://github.com/senofsky/face-mask-detector
A library and command line utility for detecting face masks in images and video streams
computer-vision covid-19 deep-learning detect-face-masks face-mask-detection face-mask-detector face-masks keras keras-tensorflow machine-learning mobilenetv2 python python3 video-stream
Last synced: 13 Oct 2024
https://github.com/abrahamkoloboe27/fruits-recognition-training
Projet de Classification d'Images de Fruits
albumentations cnn data-augmentation deep-learning efficientnet image-classification image-processing keras netron python resnet tensorflow vgg16
Last synced: 31 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/imsanjoykb/detect-and-count-vehicles
Detect and Count Vehicles
computer-vision deeplearning image-classification keras neural-networks pytorch tensorflow vehicle-counter vehicle-detection
Last synced: 17 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/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/singhdivyank/data-science-cheatsheets
Reference material for Data Scientists, developers, and interviews
artificial-intelligence computer-vision data-visualization deep-neural-networks fine-tuning keras large-language-models machine-learning matplotlib mlops natural-language-processing neural-networks numpy pandas probability python pytorch quantization sql statistics
Last synced: 06 Jan 2025
https://github.com/jsmolka/tensor-ocr
Optical character recognition using Tensorflow.
Last synced: 05 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/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/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/markmusic27/learning
π 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/franzdiebold/covfefe-flow
@realDonaldTrump π€ fake tweet autocompleter π€
deep-learning fullstack gcp github-pages google-cloud-functions google-cloud-storage google-colab jupyter-notebook keras lstm rnn tensorflow
Last synced: 05 Nov 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/tanyachutani/keras-reverse-image-search-using-lsh-and-cosine-similarity
Keras Reverse Image Search using Locality Sensitive Hashing on Caltech 101 Dataset
cnn convolutional-neural-networks cosine-similarity image-search keras lsh reverse-image-search tensorflow
Last synced: 11 Nov 2024
https://github.com/ashishpatel26/semantic-segmentation-keras-tensorflow-example
Semantic Segmentation Example
keras keras-tensorflow segmentation semantic-segmentation tensorflow-keras unet unet-image-segmentation unet-keras unet-model unet-pytorch unet-segmentation
Last synced: 19 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/byte7/adaptive-curriculum-gan-keras
Keras implementation of Adaptive Curriculum GAN
gans generative-adversarial-network keras
Last synced: 15 Oct 2024
https://github.com/cheran-senthil/deepdrawing
π¨ Image Generator (GAN)
convolutional-neural-networks gan keras machine-learning python
Last synced: 15 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/roma-glushko/morty
π¬ 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/adamvvu/snapshot_ensemble
Train TensorFlow Keras models with cosine annealing and save an ensemble of models with no additional computational expense.
data-science deep-learning keras machine-learning python tensorflow
Last synced: 13 Oct 2024
https://github.com/yoonper/googlenet-inception-v4
GoogLeNet Inception-v4 ( Keras 2.24 )
googlenet inceptionv4 keras tensorflow
Last synced: 29 Oct 2024
https://github.com/tonandr/face_vijnana_yolov3
Face detection keras model based on yolov3.
Last synced: 14 Oct 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/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/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.
Last synced: 27 Oct 2024
https://github.com/hayatoy/deep-learning-datasets
deep-learning-datasets
datasets deep-learning keras machine-learning ml-engine tensorflow
Last synced: 09 Nov 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/mikel-brostrom/lstm_tutorial
Tutorials for signal prediction with LSTM networks in keras
Last synced: 07 Nov 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/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/micah5/death-grips-lyrics-generator
rnn that generates ride lyrics
Last synced: 06 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/sondosaabed/tensorflow-keras-bootcamp
Learned how Neural Networks, Multi-Layer Perceptron and Convolutional Neural Networks are used for Image Classification and Segmentation, and trained CNN model on a custom dataset.
bootcamp keras opencv python tensorflow
Last synced: 10 Oct 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/soumyajit4419/writing_like_shakespeare
Automated Text Generation uisng LSTM.
keras lstm nlp poem shakespeare tensorflow
Last synced: 24 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/tunmx/bald_classification
η§ε€΄θ―ε« bald classification
bald keras python tensor tensorflow
Last synced: 24 Oct 2024
https://github.com/giuseppegrieco/keras-tuner-cv
Extension for keras tuner that adds a set of classes to implement cross validation techniques.
cross-validation keras keras-tuner keras-tuner-cross-validation
Last synced: 14 Oct 2024
https://github.com/hyzhak/deep-learning-cnn-course-notes
my notes from CNN course of Deep Learning by Andrew Ng
cnn computer-vision deep-learning deep-neural-networks face-recognition jupyter-notebook keras neural-style-transfer object-classification object-detection
Last synced: 05 Nov 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/farshidnooshi/hands-on-machine-learning
Practice codes of the book Hands-on Machine Learning 2
artificial-intelligence deep-learning keras machine-learning pandas python scikit-learn tensorflow
Last synced: 24 Oct 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/sayannath/image-scene-tf-hub
Image Scene Classification Model for TensorFlow Hub
computer-vision deep-learning efficientnet image-scene-classification keras machine-learning tensorflow tensorflowhub
Last synced: 24 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/sayannath/pothole-detection
Potholes detection model with CNN.
cnn colab deep-learning h5 image-classification keras neural-network tensorflow2 tflite
Last synced: 24 Oct 2024
https://github.com/thecoderpinar/plant-health-monitoring
π± 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/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/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/sirius-mhlee/object-detection-using-keras-yolo1
Keras implementation of You Only Look Once
deep-learning keras object-detection paper-implementation python yolov1
Last synced: 07 Dec 2024
https://github.com/pilestin/bist30-stock-market-forecasting
Ondokuz MayΔ±s Γniversitesi Bilgisayar MΓΌhendisliΔi Bitirme Projesi
deep-learning keras linear-regression lstm lstm-neural-networks machine-learning neural-network pandas python stock-price-prediction streamlit yahoo-finance
Last synced: 11 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/lakesideminers/keysmashzappies
zaps you when you keysmash
adults-only estim keras keysmash nsfw pishock shitpost tensorflow
Last synced: 04 Jan 2025
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/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/mftnakrsu/cats-and-dogs-cnn-v1
cats and dogs CNN v1
cnn deep-learning keras keras-tensorflow neural-network
Last synced: 22 Nov 2024
https://github.com/aminehorseman/mobilenet-v2-custom-dataset
Using Keras MobileNet-v2 model with your custom images dataset
computer-vision custom-data custom-dataset deep-learning deep-neural-networks digits-recognition image-classification keras keras-models keras-tensorflow machine-learning python python-3 tensorflow tensorflow-models
Last synced: 15 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/jmmanley/conv-autoencoder
a convolutional autoencoder in python and keras.
autoencoder computer-vision convolutional-autoencoder convolutional-neural-networks keras python
Last synced: 15 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/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/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/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/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/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/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/nicolay-r/tone-classifier
Application of SVM classifier and NN classifiers for sentiment classification of Russian Twitter messages
keras lexicon lstm rnn sentiment-classification sentirueval svm-model theano
Last synced: 19 Dec 2024
https://github.com/lyra-ai-team/servesmart
aritificial-intelligence css html javascript jupyter-notebook keras python tensorflow
Last synced: 07 Dec 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/huangy22/deep_learning
The course works from Andrew Ng's Deep Learning Specialization at Coursera.
convolutional-neural-networks deep-learning keras lstm-neural-networks recurrent-neural-networks
Last synced: 09 Jan 2025
https://github.com/ahmedshahriar/deeplearning.ai-tensorflow-developer-professional-certificate
My notes and assignments on DeepLearning.AI TensorFlow Developer Professional Certificate
convolutional-neural-networks deep-learning deeplearning-ai google-tensorflow jupyter-notebook keras lstm machine-learning natural-language-processing rnn tensorflow time-series-analysis
Last synced: 16 Nov 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/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/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/cdalvaro/machine-learning-notebooks
π Set of Jupyter Notebooks with different kind of machine learning topics
clustering keras machine-learning machine-learning-algorithms machine-learning-tutorials neural-networks random-forest support-vector-machines
Last synced: 22 Dec 2024
https://github.com/nass59/dog-breed-classifier
CNN to Classify Dog Breeds using onvolutional Neural Network (CNN) that can classify at ~85% the dog breed from any user-supplied image
aws cnn deep-learning dog dog-breed dog-dataset keras neural-network python3 transfert-learning
Last synced: 18 Dec 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/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/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/prathameshdhande22/prakriti-determine
A Web Chat bot to determine the prakriti of an individual.
ann ayurveda chatbot fastapi fnn jupyter-notebook keras machine-learning nlp nltk prakriti python react scikit-learn tensorflow
Last synced: 14 Nov 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/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/msikorski93/product-recommendation-engine-based-on-visual-similarity
Deep learning image recognition based on visual similarity for e-commerce.
deep-learning e-commerce image-recognition keras recommender-system resnet50 tensorflow vgg16
Last synced: 09 Jan 2025
https://github.com/coreyauger/quickdraw-gan
generative adversarial networks with keras
Last synced: 15 Nov 2024
https://github.com/orderandch4os/analyse-audio-python
Scratch for experimenting with audio feature extraction.
audio-feature-extraction keras machine-learning tensorflow
Last synced: 23 Dec 2024
https://github.com/1ambda/jupyter-playground
Jupyter Notebooks for Data Exploit π
jupyter keras notebook tensorflow text-analysis
Last synced: 18 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/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/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
