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Keras
![](https://explore-feed.github.com/topics/keras/keras.png)
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: 2025-02-05 00:16:24 UTC
- JSON Representation
https://github.com/omidghadami95/efficientnetv2b0---plantvillage
Plant disease detection on PlantVillage dataset using EfficientNetV2-B0
confusion-matrix disease-detection efficientnet efficientnetv2 efficientnetv2-b0 efficientnetv2b0 f1-score google-colab googlecolab keras plant-disease-detection plantvillage plantvillage-dataset python tensorflow tensorflow2
Last synced: 03 Jan 2025
https://github.com/isaaccorley/gradient-sonification-keras-callback
Keras Callback for Auralization of Gradient Norms
deep-learning keras keras-callback neural-networks sonification tensorflow
Last synced: 29 Nov 2024
https://github.com/xinetzone/meet
心若安好
computer-vision deep-learning gluon keras object-detection pytorch tensorflow
Last synced: 30 Oct 2024
https://github.com/notedance/note_rl
Reinforcement learning library for Keras and PyTorch.
deep-reinforcement-learning keras pytorch reinforcement-learning rl tensorflow
Last synced: 10 Oct 2024
https://github.com/canokaue/eel7513
Projeto final da disciplina EEL7513/EEL7514/EEL510417 - Introdução ao Aprendizado de Máquina.
clothing-recognition convolutional-neural-networks cuda-support deep-learning deepfashion eel7513 fashion-classifier jupyter-notebooks keras machine-learning machine-learning-algorithms mobilenetv2 multi-label-classification python3 pytorch resnet-50 tensorflow ufsc vgg16 vgg16-model
Last synced: 20 Jan 2025
https://github.com/shivamgupta92/signlang_action_recognition
This project utilizes action recognition and deep learning with OpenCV, MediaPipe, and Inception_ResNet for real-time sign language detection. This tool empowers users to interpret diverse sign gestures accurately, fostering inclusivity
cnn-keras deep-neural-networks keras nlp python3 resnet-50 tensorflow
Last synced: 11 Jan 2025
https://github.com/marcometer/wine-classification-course
Using a multi-layer perceptron and the kNN Algorithm to classify wine to be red or white wine.
classification keras knn neural-network pandas python scipy tensorflow
Last synced: 05 Jan 2025
https://github.com/srowen/quatrains-rnn
Simple example applying Keras, TensorFlow to Nostradamus's prophecies with Cloudera Data Science Workbench
cloudera cloudera-data-science gpu keras nlp rnn tensorflow
Last synced: 28 Jan 2025
https://github.com/vartikaraj2512/dsml-internship-devtown-notebooks-
🌟 Data Science & Machine Learning Internship Projects 📊 Explore a curated collection of DS & ML notebooks covering topics like regression models, clustering, NLP, and deep learning. Dive into real-world projects such as price prediction, sentiment analysis, and customer segmentation. This repository reflects modern data-driven industry solutions
data-science filehandling googlecolab json kaggle keras machine-learning matplotlib numpy pandas python scikit-learn seaborn sql tensorflow
Last synced: 31 Oct 2024
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/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: 03 Feb 2025
https://github.com/rmodi6/relation-extraction
RNN and CNN based Relation Extraction models in tensorflow 2.0
cnn functional-api gru information-extraction keras natural-language-processing relation-extraction rnn tensorflow2
Last synced: 12 Nov 2024
https://github.com/adityashrm21/tensorflowjs-live-classification-iris
A tensorflow.js web application to perform classification and prediction on the Iris dataset.
classification iris-dataset keras keras-tensorflow tensorflow tensorflow-experiments tensorflow-js tensorflow-tutorials tensorflowjs
Last synced: 21 Dec 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/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/atulapra/learnkeras
Learn keras with two simple examples
cifar-10 deep-learning keras keras-models keras-tutorials pima-indians-dataset
Last synced: 26 Jan 2025
https://github.com/bettercallshao/gangengo
Generate fake snapshots of a GO game using GAN.
colab dcgan gan go go-game jupyter-notebook keras pipenv python
Last synced: 01 Feb 2025
https://github.com/trainingbypackt/keras-2.x-projects-elearning
Leverage the power of Keras to build and train state-of-the-art deep learning models
deep-q-network deep-reinforcement-learning deeplearning keras long-short-term-memory lstm natural-language-toolkit nltk open-gym-ai recurrent-neural-network reinforcement-learning robot
Last synced: 14 Nov 2024
https://github.com/chhayac/gender-classification-using-images
Gender Prediction from Social Media profile pictures using Deep Learning
deep-learning deeplearning deepneuralnetworks gender-classification gender-prediction keras keras-neural-networks keras-tensorflow neural-networks vgg16
Last synced: 21 Jan 2025
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: 13 Jan 2025
https://github.com/kpriyanshu256/animevscartoon
Classification of anime and cartoon.
anime cartoon cnn keras tflearn transfer-learning vgg19
Last synced: 26 Jan 2025
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/ksasi/machine-learning-capstone-project
Machine Learning Capstone Project - Udacity MLND(State Farm Distracted Driver Detection)
cnn-classification computer-vision deep-learning deep-neural-networks keras keras-tensorflow machine-learning-capstone numpy python3 sklearn udacity-mlnd
Last synced: 07 Jan 2025
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/soumik12345/gpt
A minimal implementation of Generative Pre-Training or GPT
deep-learning gpt-2 keras nlp openai tensorflow
Last synced: 07 Jan 2025
https://github.com/bonifatius94/chessai.py
Experimental Python Chess AI Implementation
ai chess chess-ai deep-learning docker keras machine-learning python3 reinforcement-learning tensorflow2
Last synced: 07 Jan 2025
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/andreped/t-loss-tf
Robust T-Loss for Medical Image Segmentation with TensorFlow backend
image-analysis keras medical python semantic-segmentation t-loss tensorflow tf tloss
Last synced: 29 Dec 2024
https://github.com/tonandr/keras_unsupervised
Keras framework for unsupervised learning
autoencoder deep-belief-network generative-adversarial-networks keras restricted-boltzmann-machine semi-supervised-learning styled-based-gan unsupervised-learning
Last synced: 14 Oct 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/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 Jan 2025
https://github.com/d3lm/deep-reinforcement-learning
Deep Reinforcement Learning for playing Snake
deep-learning keras machine-learning reinforcement-learning snake-game
Last synced: 10 Nov 2024
https://github.com/shaheennabi/end-to-end-nlp-project-with-lstm
🎇 NLP Hate Speech Detection with LSTM 🎆 An LSTM-based model for hate speech detection 💬, tackling dataset imbalance through data combination, applying tokenization, stopword removal, and using Keras embedding layers for effective text classification. Continuously improving with each experiment! 🔥
circcleci docker hate-speech-detection keras tensorflow
Last synced: 21 Jan 2025
https://github.com/craftworksgmbh/mldocs
Documentation for the Machine Learning Process
documentation keras machine-learning sklearn
Last synced: 21 Jan 2025
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/manfreddiaz/deep-docker
Dockerfile for creating a docker image with default configurations for Deep Learning tasks
cuda-toolkit deep-learning docker docker-image keras opencv3 pytorch tensorflow
Last synced: 07 Nov 2024
https://github.com/angelmtenor/data-science-keras
Data science projects with Keras
data-science deep-learning jupyter-notebook keras machine-learning natural-language-processing recurrent-neural-networks
Last synced: 11 Oct 2024
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/miladsade96/diagtomodel
Implementations of Artificial Neural Networks Based on their Diagrams
artificial-intelligence cnn computer-vision convolutional-neural-networks deep-learning deep-neural-networks hacktoberfest2021 keras machine-learning models neural-network python tensorflow
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/maddosaurus/mlt
The Machine Learning Toolkit
anomaly-detection framework keras machine-learning neural-network pyod python3 scikit-learn tensorflow
Last synced: 13 Jan 2025
https://github.com/koji/tensorflowjs-and-keras
tensorflowjs and keras
javascript keras machine-learning nodejs tensorflowjs
Last synced: 21 Dec 2024
https://github.com/gaborvecsei/variational-autoencoder
Variational-Autoencoder w/ Convolutional Layers
cnn convolutional-networks convolutional-neural-networks deep-learning image-reconstruction keras machine-learning python research tensorflow vae variational-autoencoder
Last synced: 07 Nov 2024
https://github.com/leopeng1995/captcha_service
Captcha Service,验证码识别服务
captcha-solving cnn keras rnn tensorflow
Last synced: 08 Nov 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/abhaskumarsinha/seq2seq-bahdanau-attention-based-encoder-decoder-language-translator
A language translator based on a very simple NLP Transformer model, backed by encoder, decoder and a Bahdanau Attention Layer in between, implemented on TensorFlow.
attention-mechanism bahdanau-attention keras machine-learning nlp seq2seq tensorflow transformer
Last synced: 21 Jan 2025
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: 20 Jan 2025
https://github.com/jay-johnson/antinex-utils
Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow
ai-security anti-nex artificial-intelligence keras tensorflow
Last synced: 01 Nov 2024
https://github.com/architsingh15/keras-neural-network-analysis-iris-dataset
Attempt to analyse Iris Data Set
analysis iris keras machine-learning network neural uci
Last synced: 09 Nov 2024
https://github.com/kunalg98/bitcoin-price-prediction-using-lstm-master
This python script predicts the price of bitcoin using LSTM neural network
artificial-intelligence bitcoin deep-learning keras lstm-neural-network machine-learning neural-network
Last synced: 21 Jan 2025
https://github.com/kookmin-sw/2019-cap1-2019_8
2019 capstone team 8, Do it!
deep-learning django flask keras lightgbm malicious-document-detection scikit-learn
Last synced: 27 Oct 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/aitamilnadu/nn
Neural Network Best Resources
cnn gan keras neural-network neural-network-tutorials neural-networks nn pytorch rnn tensorflow
Last synced: 18 Jan 2025
https://github.com/offchan42/honnet
🤖 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/sfp932705/pastafy
Pastafy yourself and even friends using neural network style transfer.
cnn keras keras-tensorflow neural-networks python style-transfer style-transfer-cnn
Last synced: 10 Oct 2024
https://github.com/rashadgarayev/genderdetectionkeras
gender detection realtime on GUI
classification deep-learning gender-detection keras opencv pyqt5
Last synced: 27 Jan 2025
https://github.com/lorenzwalthert/kerasmisc
Add-on functionality for the R implementation of Keras
Last synced: 05 Jan 2025
https://github.com/chekoduadarsh/custom-image-augmentation-keras
This is a plugin tool for your project to impliment your coustom image processing algorithms
image-augmentation image-processing imagedatagenerator keras starter-code
Last synced: 15 Dec 2024
https://github.com/norwegianseismicarray/nais
NORSAR AI System (tools for machine learning on waveform data)
deep-learning keras machine-learning python tensorflow
Last synced: 19 Dec 2024
https://github.com/marcogdepinto/dogs-vs-cats
Deep learning to classify if a picture contains a Dog or a Cat using Python, OpenCV, Keras.
deep-learning deep-learning-tutorial deep-neural-networks image-classification keras numpy opencv python python3
Last synced: 06 Jan 2025
https://github.com/priyanshudutta04/cats-vs-dogs
Cats vs Dogs Classification using CNN
cats-vs-dogs convolutional-neural-networks deep-learning keras tensorflow
Last synced: 23 Nov 2024
https://github.com/kyrcha/deep-learning-pipelines
Implementations of various deep learning pipelines
deep-learning-pipelines dl-pipelines ffnn google-colaboratory ipython-notebook keras keras-tensorflow lstm nbviewer rnn
Last synced: 14 Nov 2024
https://github.com/aqafridi/ai-engineering-specialization
This repo contain all materials for modern techniques used in Artificial intelligence engineering using frameworks of TensorFlow, Pytorch and OpenCV.
cnn computer-vision keras neural-network opencv pillow pytorch tensorflow
Last synced: 13 Jan 2025
https://github.com/yashbansod/udacity-self-driving-car
My projects for Udacity's Self Driving Car Nanodegree program.
behavioral-cloning camera-calibration computer-vision kalman-filter keras lane-detection nanodegree neural-network self-driving-car tensorflow traffic-sign-classification udacity
Last synced: 24 Oct 2024
https://github.com/manuel-lang/cifar-100-cnn-feature-data
CIFAR 100 feature data extracted from a VGG16 pre-trained on ImageNet.
Last synced: 12 Jan 2025
https://github.com/mickypaganini/rnnip
Convolutional and Recurrent Architectures for Impact Parameter Tagging
atlas b-tagging cern deep-learning hep iprnn keras physics recurrent-neural-networks
Last synced: 12 Nov 2024
https://github.com/viig99/cdiscount
Solution for Kaggle Cdiscount Image Classification, Ongoing solution.
cdiscount deep-learning image-classification kaggle keras
Last synced: 08 Jan 2025
https://github.com/omaraflak/gesture_recognition
keras machine-learning opencv tensorflow
Last synced: 31 Oct 2024
https://github.com/luca-parisi/hyper_sinh
hyper-sinh: An Accurate and Reliable Activation Function from Shallow to Deep Learning in TensorFlow, Keras, and PyTorch
activation-functions cnn cnn-classification cnn-keras cnn-model deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow machine-learning machinelearning-python pytorch sinh tensorflow tensorflow-models torch
Last synced: 10 Oct 2024
https://github.com/trainingbypackt/applied-deep-learning-with-keras-elearning
Solve complex real-life problems with the simplicity of Keras
auc-roc-score cnn convolutional-neural-network cross-validation deep-learning feature-detection feature-map flattening keras keras-wrapper max-pooling null-accuracy precision python recurrent-neural-networks rnn scikit-learn sensitivity sequential-modelling specificity
Last synced: 14 Nov 2024
https://github.com/alicerunsonfedora/abysima
A machine learning experiment with generating languages.
coreml generative-models keras lingustics recurrent-neural-networks swiftui
Last synced: 16 Dec 2024
https://github.com/harryfallows/sightly
A system for automatically generating sight-reading music, utilising LSTM neural networks.
composition keras lstm music music-composition music-generation music-theory music21 neural-networks recurrent-neural-networks tensorflow
Last synced: 06 Jan 2025
https://github.com/bhavik-jikadara/ai-ml-roadmap
Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2024! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.
artificial-intelligence computer-vision deep-learning deployment fundamentals-of-programming keras libraries machine-learning mathematics mlops natural-language-processing production-code pytorch reinforcement-learning roadmap scikit-learn tensorflow tools
Last synced: 09 Nov 2024
https://github.com/eshansurendra/agromate
AgroMate: Revolutionizing farming with IoT-driven precision. Optimize water usage, monitor soil health, and protect crops from wildlife threats. Transform agriculture sustainably.
arduino azure esp32 iot keras machine-learning python pythonanywhere sustainability tensorflow
Last synced: 12 Oct 2024
https://github.com/jhrcook/100daysofpython
100 days, at least 1 hour a day, of learning the Python programming language.
100-days-of-code 100daysofcode continued-learning data-analysis data-science decision-trees deep-learning keras keras-tensorflow machine-learning neural-network neural-networks plots python python3 scikit-learn tensorflow
Last synced: 13 Nov 2024
https://github.com/marc1404/quora-question-pairs
Quora Question Pairs, Applied Machine Learning, University of Amsterdam
deep-learning kaggle keras machine-learning nlp python quora university-of-amsterdam
Last synced: 21 Jan 2025
https://github.com/tallamjr/dnn
Implementations of Deep Neural Networks in Tensorflow 2.x
deep-learning deep-neural-networks keras tensorflow tensorflow-examples tensorflow2
Last synced: 17 Dec 2024
https://github.com/trainingbypackt/deep-learning-with-r-for-beginners
Design neural network models in R 3.5 using TensorFlow, Keras, and MXNet
computer-vision deep-learning keras machine-learning mxnet r
Last synced: 14 Nov 2024
https://github.com/singh1aryan/tensorflow-keras
Building an auto-encoder with tensorflow and keras
autoencoder keras machine-learning tensor-flow
Last synced: 02 Feb 2025
https://github.com/degencap777/lstmstockpricepredictor
Predicting storck price of Suzunoya- by means of LSTM
keras matplotlib numpy pandas tensorflow yfinance
Last synced: 14 Nov 2024
https://github.com/sun1638650145/retinanet
Object Detection with RetinaNet.
keras object-detection retinanet
Last synced: 25 Dec 2024
https://github.com/abhaskumarsinha/dc-gan
A very simple and plain DC GAN to generate Image Flower Pictures out of the dataset.
dc-gan dcgan-tensorflow gan keras keras-neural-networks keras-tensorflow tensorflow2 tutorial tutorial-code
Last synced: 21 Jan 2025
https://github.com/ignaciopardo/roadtrip
RoadTrip Road & Cars AI Detection
ai flask keras machine-learning pwa python research satellite-imagery tensorflow
Last synced: 14 Dec 2024
https://github.com/abhaskumarsinha/keras-blenderbot
A Keras implementation of Blenderbot, a state-of-the-art open-domain chatbot model, supporting TensorFlow, PyTorch, and JAX backends seamlessly.
attention-mechanism chatbot-framework gpu-computing jax keras keras-models language-model python3 pytorch tensorflow
Last synced: 21 Jan 2025
https://github.com/nomomon/anime-recsys
:film_strip: Development and comparison of user-item recommendation systems in TensorFlow on an anime dataset.
anime collaborative-filtering content-based-recommendation deep-learning keras machine-learning matrix-factorization neural-network recommendation-system recommender-system recsys tensorflow tf-recsys
Last synced: 15 Jan 2025
https://github.com/robertobochet/keras-talk
Jupyter notebook for the Keras talk, part of the Python Course 2021 by Politecnico Open unix Labs
course jupyter-notebook keras neural-network politecnico-di-milano politecnico-open-unix-labs python slides talk tensorflow tensorflow-tutorials tutorial tutorial-code
Last synced: 21 Dec 2024
https://github.com/marcelwinterot/nano-keras
Deep learning library inspired by Keras
keras machine-learning machine-learning-library numpy python
Last synced: 10 Oct 2024
https://github.com/notedance/models
Neural network models built with TensorFlow.
deeplearning keras models neural-network tensorflow
Last synced: 13 Nov 2024
https://github.com/aaaastark/hybrid-model-with-cnn-lstm-python
Hybrid Model with CNN and LSTM for VMD dataset using Python
cnn-architecture cnn-classification cnn-keras cnn-lstm-models cnn-model data-science deep-learning hybrid-model keras lstm-model lstm-neural-network machine-learning matplotlib numpy pandas python sklearn tensorflow vmd
Last synced: 15 Jan 2025
https://github.com/trevorhobenshield/quicklabel
Quick dataset labeling using quantized (PTQ) models in PyTorch, TensorFlow, and Keras
deep-learning keras parallel-processing pytorch tensorflow
Last synced: 15 Jan 2025
https://github.com/fdujiag/tf2-course
Let's begin the TensorFlow2 Learning!
keras tensorboard tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-tutorials tensorflow2
Last synced: 21 Dec 2024
https://github.com/gorbak25/trypophobia-detector
keras machine-learning trypophobia
Last synced: 14 Jan 2025
https://github.com/neild0/siaception
Development of few-shot learning tool for a variety of image classes, utitilizing features extracted from ConvNets.
convolutional-neural-networks few-shot-learning keras ml nns one-shot-learning pretrained-models siamese-neural-network
Last synced: 22 Jan 2025
https://github.com/bhattbhavesh91/tf-watcher-demo
Tutorial on TF-Watcher which is a real-time remote service to get the Keras callbacks to a website including the details of metrics.
keras tensorflow tensorflow-models
Last synced: 21 Dec 2024