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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/guangxush/cail-ccl-2019

CAIL-CCL-2019相似案例匹配三等奖解决方案

keras nlp python3

Last synced: 12 Nov 2024

https://github.com/mrgloom/kaggle-sea-lions-solution

NOAA Fisheries Steller Sea Lion Population Count

convolutional-neural-networks kaggle keras

Last synced: 15 Oct 2024

https://github.com/harleyszhang/kaggle_humpback_whale_identification

68th palce solution in Kaggle Humpback Whale Identification.

ensemble keras whale-recognition-model

Last synced: 08 Nov 2024

https://github.com/aurelienmorgan/abnormal_vibrations_watchdog

Time Series Anomaly detection. The monitored signal is made-up of machinery vibration sensor measurements.

anomaly-detection autoencoder bayesian-optimization data-pipeline etl jupyter-notebook keras lstm mongo-db pyspark python rnn tensorflow time-series

Last synced: 10 Oct 2024

https://github.com/yashk2810/neural-style-transfer

Using CNN to achieve style transfer

deep-learning keras style-transfer tensorflow

Last synced: 23 Oct 2024

https://github.com/busyyang/ecgnet

ECGNet复现论文P-QRS-T localization in ECG using deep learning

cnn-1d deeplearning ecg fcn keras

Last synced: 22 Nov 2024

https://github.com/shashwath94/semisupervised-learning-with-dcgans

Using DCGANs to learn useful representations during the adversarial training process and using the learned features to classify images with relatively little training data

deeplearning generative-adversarial-network keras semi-supervised-learning

Last synced: 03 Jan 2025

https://github.com/ihabbendidi/sentiment_embeddings

A scientific benchmark and comparison of the performance of sentiment analysis models in NLP on small to medium datasets

3d-visualization benchmark bert colab doc2vec embedding-evaluation keras logistic-regression lstm nlp notebook python pytorch sentiment-analysis sentiment-embeddings textblob twitter-data visualization word2vec

Last synced: 16 Dec 2024

https://github.com/chen0040/keras-language-translator-web-api

A simple language translator implemented in Keras with Flask serving web

keras language-translation language-translator seq2seq seq2seq-model

Last synced: 16 Dec 2024

https://github.com/zfturbo/drivendata-identify-fish-challenge-2nd-place-solution

Solution for N+1 fish, N+2 fish DrivenData competition (2nd place)

competitive-programming-contests drivendata keras solutions

Last synced: 22 Nov 2024

https://github.com/RayXie29/Kaggle-Peking-University-Baidu-Autonomous-Driving-32-place-solution

3D car detection competition on Kaggle : https://www.kaggle.com/c/pku-autonomous-driving/overview

3d-object-detection camera-rotation centernet kaggle-competition keras tensorflow unetplusplus

Last synced: 28 Oct 2024

https://github.com/netrack/tensorcraft

TensorCraft is an AIO server for Keras models

aio keras keras-models machine-learning python3 tensorflow

Last synced: 11 Oct 2024

https://github.com/dsgiitr/rl_2048

Implementation of Deep Q-network to play the game 2048 using Keras.

2048-game dqn keras openai-gym reinforcement-learning

Last synced: 16 Nov 2024

https://github.com/barqawiz/snnapy2-filters

Snappy2 detects faces in images and applies custom image filters as overlays. With Snappy2, developers can easily add fun and engaging image filters to their applications.

draw-ears draw-glasses face-detection filters image keras mustache neural-networks python tensorflow

Last synced: 09 Dec 2024

https://github.com/ilias-ant/tf-notify

Want to get notified on the progress of your TensorFlow model training? Enter, a TensorFlow Keras callback to send notifications on the messaging app of your choice.

callback keras notifications slack telegram tensoflow

Last synced: 13 Oct 2024

https://github.com/hourout/beefly

Dynamic visualization training service in Jupyter Notebook for Keras tf.keras and others.

deep-learning jupyter-notebook keras keras-visualization

Last synced: 23 Oct 2024

https://github.com/payne911/sr-rescnn-keras

A Keras implementation of a SISR (Single-Image Super-Resolution) Residual-CNN.

cnn cnn-keras image-processing image-resolution keras keras-models keras-neural-networks sisr super-resolution

Last synced: 29 Nov 2024

https://github.com/deepraj1729/tchatbot-api

A Flask REST API to serve trained ChatBots using Tensorflow Serving and Docker Containers

api-rest chatbot deep-learning flask flask-restful framwork keras nlp preprocessing requests tensorflow tf-serving

Last synced: 12 Nov 2024

https://github.com/ashishpatel26/regressionmetrics

Regression Metrics Calculation Made easy for tensorflow2 and scikit-learn

keras metrics regression-metrics scikit-learn tensorflow2

Last synced: 19 Nov 2024

https://github.com/sayakpaul/adamatch-tf

Includes additional materials for the following keras.io blog post.

keras semi-supervised-learning tensorflow unsupervised-domain-adaptation vision weak-supervision

Last synced: 28 Dec 2024

https://github.com/opencodeiiita/medical-image-classification

In this open source project you will build a model which classify medical x-rays as Normal and Infected category.

deeplearning image-classification keras nuralnetwork opencode23 python

Last synced: 05 Jan 2025

https://github.com/nishiwen1214/superglue-bert4keras

基于bert4keras的SuperGLUE基准代码

baseline bert bert4keras keras nlp nlu superglue

Last synced: 19 Nov 2024

https://github.com/nirantk/keras-practice

Notebooks covering Intro to CNN, Transfer Learning using VGG16

cnn-keras cnn-lecture keras keras-neural-networks keras-practice

Last synced: 14 Oct 2024

https://github.com/franneck94/hand-digits-recognition

Recognize your own handwritten digits with Tensorflow, embedded in a PyQT5 GUI. The Neural Network was trained on MNIST.

ai classification deep-learning detection keras machine-learning mnist mnist-dataset mnist-handwriting-recognition pyqt5 python recognition tensorflow

Last synced: 27 Oct 2024

https://github.com/titu1994/tf_neural_deconvolution

Neural Deconvolutions in Tensorflow

keras tensorflow tensorflow2

Last synced: 13 Oct 2024

https://github.com/vivek3141/forest-fire-predictor

Predict the damage done by forest fires using Deep Learning.

flask heroku html js keras machine-learning python tensorflow webapp

Last synced: 25 Oct 2024

https://github.com/cainmagi/mdnt

Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.

adabound auto-encoder cnn deep-learning deep-neural-networks extension keras keras-tensorflow python python-library python3 python36 swats tensorflow tensorflow-keras toolbox toolkit

Last synced: 27 Oct 2024

https://github.com/viig99/stackexchange-transfer-learning

Kaggle top 1% solution for transfer learning

deep-learning kaggle keras stackexchange transfer-learning

Last synced: 11 Nov 2024

https://github.com/sayakpaul/evonorms-in-tensorflow-2

Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.

automl-products deep-learning keras tensorflow

Last synced: 28 Dec 2024

https://github.com/zhanpenghe/capsule-network

Keras and tensorflow implementation of capsule network.

capsnet capsule-network dynamic-routing keras tensorflow

Last synced: 11 Nov 2024

https://github.com/shingt/beerclassifier

Sample app to classify beer bottle using Keras / Turi Create and Core ML.

coreml ios keras python swift vision-framework

Last synced: 20 Oct 2024

https://github.com/arig23498/ga-hyper-params

Variable Length Genetic Algorithm for hyperparameter optimization of a CNN

genetic-algorithm hyperparameter-optimization keras tensorflow2

Last synced: 24 Oct 2024

https://github.com/aazhar/keras2tensorflow

Tutorial on running keras model in C++ and python tensorflow

cpp keras keras-tensorflow python tensorflow

Last synced: 15 Oct 2024

https://github.com/petarv-/x-cnn

Cross-modal convolutional neural networks

convolutional-neural-networks cross-modal keras python

Last synced: 09 Nov 2024

https://github.com/voaneves/snake-on-pygame

Snake game implemented in Pygame that can be controlled by human input and AI agents (DQN). Who's best? :snake: :robot:

artificial-intelligence keras pygame python reinforcement-learning snake-game

Last synced: 16 Nov 2024

https://github.com/osamhack2020/iot_covid19-detector_co-vision

Identify and Alert people at risk of COVID-19 infection in REAL-TIME using raspberry-pi.

deep-learning face-mask-detection flir-lepton iot keras opencv osam python raspberry-pi telegram-bot tensorflow

Last synced: 13 Nov 2024

https://github.com/cyberzhg/keras-embed-sim

Calculate similarity with embedding

embedding keras

Last synced: 30 Sep 2024

https://github.com/prmelehan/speaker-recognition

Recognizing a speaker using Deep Learning

cnn deep-learning keras python scipy speaker-recognition

Last synced: 09 Nov 2024

https://github.com/soumik12345/animegan

A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters

anime convolutional-neural-networks dcgan dcgan-tensorflow face gan generative-adversarial-network keras python tensorflow

Last synced: 07 Jan 2025

https://github.com/miffyli/minecraft-bc

Submission code of UEFDRL team to NeurIPS 2019 MineRL challenge (5th place)

imitation-learning keras machine-learning minecraft

Last synced: 07 Nov 2024

https://github.com/fsx950223/mobilenetv3

A tensorflow implemention of MobilenetV3

keras mobilenetv3 tensorflow

Last synced: 08 Nov 2024

https://github.com/arose13/rosey

Data science utilities for statistics and machine learning

data-science data-visualization keras machine-learning tensorflow

Last synced: 10 Oct 2024

https://github.com/infinitered/keras-model-zoo

Ready to go, downloadable models for Keras

keras keras-models keras-tensorflow machine-learning model-zoo models

Last synced: 11 Nov 2024

https://github.com/bhattbhavesh91/keras-ocr-demo

Tutorial on Keras-OCR which is a packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

deep-learning keras keras-ocr keras-tensorflow ocr ocr-recognition optical-character-recognition python

Last synced: 16 Nov 2024

https://github.com/tfunck/minc_keras

minc_keras is a code base that was developped during a hackathon to facillitate the implementation of deep learning models for brain imaging with the Keras package.

ai brain deep-learning keras machine-learning minc ml

Last synced: 12 Nov 2024

https://github.com/sayannath/tensorflow-notebooks

My Tensorflow Notebook. In this notebooks I have implemented various kind of model optimisation techniques.

colab-notebook jupyter-notebook keras models notebook quantisation tensorflow2 tflite

Last synced: 09 Nov 2024

https://github.com/hmunachi/halo

A Library That Uses Quantized Diffusion Model With Clustered Weights For Efficiently Generating More Image Datasets On-Device.

computer-vision data-augmentation diffusion-models generative-model keras machine-learning pyhton tensorflow

Last synced: 06 Dec 2024

https://github.com/sayannath/identical-image-retrieval

Identical-Image-Retrieval using Deep Learning

deep-learning image-retrieval keras tensorflow

Last synced: 09 Nov 2024

https://github.com/qwinpin/notifyker

Notifier and manager bot for ML librarier: Keras and Chainer

callback chainer chainer-extension keras keras-callback keras-notifications notifications telegram-bot

Last synced: 27 Oct 2024

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

Implementation of MNIST dataset for handwriting recognition.

handwriting-recognition image-processing keras mnist-dataset neural-networks python

Last synced: 07 Nov 2024

https://github.com/chinmayrane16/fashion-mnist-accuracy-93.4-

Fashion-MNIST is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. I trained Convolutional Neural Networks over the training data and achieved Validation Accuracy of 93% and Test Accuracy 93.4%

convolutional-neural-networks deep-learning image-classification image-processing keras

Last synced: 27 Oct 2024

https://github.com/x-raylaser/multi-directional-mdrnn

Custom Keras layers for implementing multi-dimensional recurrent neural networks (MDRNNs) described in Alex Graves's paper https://arxiv.org/pdf/0705.2011.pdf

deep-learning keras lstm machine-learning mdrnn multi-dimensional-rnn neural-networks paper-implementations recurrent-neural-networks rnn tensorflow

Last synced: 11 Oct 2024

https://github.com/wilsonwang371/jetsontx2fordeeplearning

Scripts for setting up Jetson TX2 with OpenCV Tensorflow & Keras for deep learning

jetson-tx2 keras opencv opencv-python tensorflow

Last synced: 19 Nov 2024

https://github.com/michellebonat/tf_text_classify

The classic movies redux with machine learning using TensorFlow and Keras.

keras machine-learning numpy python tensorflow

Last synced: 11 Dec 2024

https://github.com/chen0040/keras-search-engine

A simple document and image search engine implemented in keras

auto-encoder cnn document-encoder glove-embeddings glove-vectors keras search-engine

Last synced: 16 Dec 2024

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

Image Caption Generator implemented using Tensorflow and Keras in a Python Jupyter Notebook. The goal is to describe the content of an image by using a CNN and RNN.

cnn cnn-keras cnn-tensorflow image-caption-generator image-captioning jupyter-notebook keras python rnn rnn-tensorflow tensorflow

Last synced: 22 Nov 2024

https://github.com/lon9/waifu2x-keras

Waifu2x keras implementation https://github.com/nagadomi/waifu2x

deeplearning keras python

Last synced: 01 Dec 2024

https://github.com/simoninithomas/time-series-prediction-and-text-generation

Built RNNs that can generate sequences based on input data - with a focus on two applications: used real market data in order to predict future Apple stock prices using an RNN model. The second one will be trained on Sir Arthur Conan Doyle's classic novel Sherlock Holmes and generates wacky sentences based on it that may - or may not - become the next great Sherlock Holmes novel.

keras lstm nlp rnn-model text-generation

Last synced: 17 Nov 2024

https://github.com/mkearney/data-scribers

{data scribers} is a collection of posts about data science. And unlike other content aggregating sites, this one encourages people to visit the blog's actual site.

blog-posts blogs data-science keras machine-learning modeling posts python pytorch r rstats statistics tensorflow

Last synced: 15 Nov 2024

https://github.com/sayakpaul/transfer-learning-with-cifar10

Leveraging Transfer Learning on the classic CIFAR-10 dataset by using the weights from a pre-trained VGG-16 model.

convolutional-neural-networks deep-learning keras transfer-learning vgg-16

Last synced: 28 Dec 2024

https://github.com/sayakpaul/keras-convnext-conversion

ConvNeXt conversion code for PT to TF along with evaluation code on ImageNet-1k val.

cnns convnext deep-learning image-recognition keras

Last synced: 28 Dec 2024

https://github.com/sayakpaul/multimodal-entailment-baseline

This repository shows how to implement a basic model for multimodal entailment.

entailment keras multi-modal-learning tensorflow

Last synced: 28 Dec 2024

https://github.com/cyberzhg/keras-losses

Some loss functions in Keras

coral-loss keras loss-functions ranking-loss

Last synced: 23 Oct 2024

https://github.com/danielegrattarola/cdt-ccm-aae

Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds (2018, https://arxiv.org/abs/1805.06299)

change-detection deep-learning graph graph-neural-networks keras non-euclidean-geometry python

Last synced: 23 Oct 2024

https://github.com/skyworld117/dianoiaml.jl

A Keras-like experimental Deep Learning framework in Julia 1.6

deep-learning gan genetic-algorithm julia keras machine-learning resnet

Last synced: 13 Oct 2024

https://github.com/robertanto/bob_telegram_tools

Bob Telegram Tools is a python library that allows you to monitor your machine learning methods just by using Telegram without any additional application.

keras telegram-bot

Last synced: 13 Oct 2024

https://github.com/neurals-ro/keras-model-viewer

Keras Model viewable as an SVG diagram

diagram javascript keras keras-models neural-network npm svg

Last synced: 13 Oct 2024

https://github.com/hourout/tensorcv

tf.Keras implementations of a Deep Learning Toolkit for Computer Vision

conputer-vision deep-learning keras tensorflow

Last synced: 13 Oct 2024

https://github.com/florianwoelki/pneumonia-detection

This is a simplified version of pneumonia detection using a chest x-ray dataset with the inceptionv3 image classifier.

inceptionv3 keras pneumonia-detection tensorflow

Last synced: 14 Oct 2024

https://github.com/isaaccorley/making-convolutional-networks-shift-invariant-again-tensorflow

Tensorflow Implementation of BlurPool the Antialiasing Pooling operation from "Making Convolutional Networks Shift-Invariant Again"

antialiasing artificial-intelligence computer-vision keras tensorflow

Last synced: 14 Oct 2024

https://github.com/jasmcaus/canaro

A Python library including support for Deep Learning models built using the Keras framework

computer-vision convolutional-neural-networks deep-learning keras keras-tensorflow matplotlib opencv tensorflow

Last synced: 14 Oct 2024

https://github.com/fmolivato/cwtlayerkeras

tensorflow 2.4 keras layer that compute cwt(continuous wavelet transformation) on signals

keras tensorflow2 wavelet-transform

Last synced: 14 Oct 2024

https://github.com/techytushar/tf_notification_callback

TensorFlow/Keras Callback for receiving notifications

deep-learning keras machine-learning python3 tensorflow

Last synced: 27 Oct 2024

https://github.com/luickk/gan-audio-generator

Generating audio using a Generative Adversarial Network

deep-learning gan general-adversarial-network keras python

Last synced: 07 Nov 2024

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