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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/tlkh/smartbin

Spring 2018 - 10.009 Digital World 1D Project

keras mobilenet-ssd opencv python raspberry-pi

Last synced: 07 Nov 2024

https://github.com/kokensha/book-ml

書籍「今すぐ試したい！機械学習・深層学習（ディープラーニング）画像認識プログラミングレシピ」のソースコードを配布するレポジトリです。

ai book chainer deep-learning google-colab google-colaboratory jupyter-notebook keras keras-tensorflow machine-learning movidius opencv opencv-python python python3 pytorch raspberry-pi raspberry-pi-3 raspberry-pi-camera tensorflow

Last synced: 11 Oct 2024

https://github.com/csvance/blur-pool-keras

Keras implementation of BlurPool layers described in "Making Convolutional Networks Shift-Invariant Again" (Zhang)

keras layer pooling tensorflow

Last synced: 05 Nov 2024

https://github.com/yu-iskw/google-cloud-deep-learning-kit

Create a GPU instance on GCP with Jupyter + Keras(Tensorflow) + Nvidia Docker

deep-learning deep-neural-networks docker google-cloud gpu jupyter keras nvidia-docker tensorflow

Last synced: 05 Nov 2024

https://github.com/sshane/Konverter

Convert simple Keras models to pure Python 🐍+ NumPy

keras keras-tensorflow model-converter neural-networks python tensorflow

Last synced: 05 Aug 2024

https://github.com/sarus-tech/tf2-published-models

Sarus implementation of classical ML models. The models are implemented using the Keras API of tensorflow 2. Vizualization are implemented and can be seen in tensorboard.

ai generative-model keras tensorflow tensorflow2

Last synced: 27 Oct 2024

https://github.com/shekit/mirror-selfie

Removing the phone from the notorious mirror selfie using deep learning

deep-learning jupyter-notebook keras keras-tensorflow tensorflow

Last synced: 04 Aug 2024

https://github.com/soumyajit4419/face_and_emotion_detection

Performing image classification for detection of various human emotions using CNN Architecture.

emotion-detection facial-recognition keras opencv tensorflow

Last synced: 22 Oct 2024

https://github.com/soumik12345/point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds

deep-learning keras point-cloud segmentation tensorflow2 tpu

Last synced: 02 Nov 2024

https://github.com/adamspannbauer/ssbm_fox_detector

Keras object detector to detect Fox in Super Smash Bros Melee for the Nintendo Gamecube

cnn cv frcnn keras object-detection python

Last synced: 28 Oct 2024

https://github.com/huji-deep/flowket

A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.

autoregressive keras pixelcnn python3 tensorflow variational-monte-carlo

Last synced: 07 Nov 2024

https://github.com/tirthajyoti/tensorflow_basics

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

classification colab-notebook colaboratory convolutional-neural-networks deep-learning google-cloud-platform keras keras-tensorflow machine-learning mnist neural-network recurrent-neural-networks regression tensorflow time-series

Last synced: 22 Oct 2024

https://github.com/thisisiron/spectral_normalization-tf2

🌈 Spectral Normalization implemented as Tensorflow 2

gan keras spectral-normalization tensorflow tensorflow2 tf2

Last synced: 08 Nov 2024

https://github.com/sayakpaul/Spatial-Transformer-Networks-with-Keras

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.

affine-transformation cnn keras mnist spatial-transformer-network tensorflow vision

Last synced: 30 Oct 2024

https://github.com/sayakpaul/spatial-transformer-networks-with-keras

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.

affine-transformation cnn keras mnist spatial-transformer-network tensorflow vision

Last synced: 22 Oct 2024

https://github.com/RentadroneCL/Photovoltaic_Fault_Detector

Model Photovoltaic Fault Detector based in model detector YOLOv.3, this repository contains four detector model with their weights and the explanation of how to use these models.

deep-learning detection-boxes detector-model fault-detection keras model-detection object-detection photovoltaic-panels solar-energy tensorflow yolo3

Last synced: 03 Aug 2024

https://github.com/james77777778/keras-image-models

A library that includes Keras3 layers, blocks and models with pretrained weights, providing support for transfer learning, feature extraction, and more.

deep-learning imagenet jax keras keras3 model-zoo pretrained-models tensorflow timm torch

Last synced: 26 Oct 2024

https://github.com/bloodaxe/segmentation-networks-benchmark

Evaluation framework for testing segmentation networks in Keras

benchmark keras segmentation unet

Last synced: 15 Oct 2024

https://github.com/sayakpaul/keras-xla-benchmarks

Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.

benchmarks cnns keras keras-cv tensorflow tensorflow-hub transformers xla

Last synced: 22 Oct 2024

https://github.com/zmyzheng/neural-networks-and-deep-learning

Deep learning projects including applications (face recognition, neural style transfer, autonomous driving, sign language reading, music generation, translation, speech recognition and NLP) and theories (CNNs, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, hyperparameter tuning, regularization, optimization, Residual Networks). Deep Learning Specialization by Andrew Ng, deeplearning.ai

adam autonomous-driving batchnorm cnn dropout face-recognition hyperparameter-tuning keras lstm music-generation natural-language-processing neural-style-transfer regularization residual-networks rnn speech-recognition tensorflow translation xavier-he-initialization yolo

Last synced: 23 Oct 2024

https://github.com/sayakpaul/dual-deployments-on-vertex-ai

Project demonstrating dual model deployment scenarios using Vertex AI (GCP).

automl gcp keras kubeflow mlops tensorflow tfx vertex-ai

Last synced: 22 Oct 2024

https://github.com/ayulockin/dataaugmentationtf

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.

augmix computer-vision cutmix cutout data-augmentation deeplearning keras mixup tensorflow2

Last synced: 22 Oct 2024

https://github.com/djangopeng/start-ai

从零开始学习人工智能（Start-AI)

ai deep-learning keras machine-learning python tensorflow

Last synced: 14 Oct 2024

https://github.com/aome510/mask-classifier

Detecting/classifying masked faces in real-time

deep-learning keras machine-learing python

Last synced: 08 Nov 2024

https://github.com/vishal-v/stackgan

TensorFlow implementation of "Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks" by Han Zhang, et al.

conditioning-augmentation cub-200 gans generative-adversarial-network keras stack-gan tensorflow-2

Last synced: 22 Oct 2024

https://github.com/dymaxionlabs/ap-latam

Detection of slums and informal settlements from satellite imagery

keras machine-learning remote-sensing tensorflow

Last synced: 03 Aug 2024

https://github.com/maechler/nnilm

A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.

keras neural-network nilm nilm-algorithms nilmtk non-intrusive-load-monitoring

Last synced: 06 Nov 2024

https://github.com/yusugomori/barbar

Progress bar for deep learning training iterations💈

deep-learning keras pytorch

Last synced: 13 Oct 2024

https://github.com/cavaunpeu/flight-delays

Transfer learning for flight-delay prediction via variational autoencoders in Keras

keras transfer-learning variational-autoencoders

Last synced: 28 Oct 2024

https://github.com/davidlandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 01 Nov 2024

https://github.com/brikerman/classic_chinese_punctuate

classic Chinese punctuate experiment with keras using daizhige(殆知阁古代文献藏书) dataset

chinese-nlp keras sequence-labeling

Last synced: 06 Nov 2024

https://github.com/arig23498/tokenlearner

TensorFlow implementation of "TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?"

keras tensorflow2 token-learner vision-transformer

Last synced: 02 Nov 2024

https://github.com/jsflo/emotionrectraining

Python script using Keras + TensorFlow to train a custom machine learning model to recognize faces using a dataset with human faces and labeled with emotions.

keras tensorflow tensorflow-examples tensorflow-serving

Last synced: 10 Oct 2024

https://github.com/xnought/vae-explainer

Interactive Variational Autoencoder (VAE)

keras ml tfjs

Last synced: 13 Oct 2024

https://github.com/yueyericardo/pkbar

Keras style progressbar for Pytorch (PK Bar)

keras progress-bar pytorch

Last synced: 31 Oct 2024

https://github.com/ariefrahmansyah/face-mask-detection

Real-time Face Mask Detection using TensorFlow and Keras.

deep-learning face-mask-detection keras opencv tensorflow tensorflowjs

Last synced: 15 Oct 2024

https://github.com/Hourout/GAN-keras

tensorflow2.x implementations of Generative Adversarial Networks.

deep-learning gan gan-keras generative-adversarial-networks keras keras-implementations neural-networks tensorflow-gan

Last synced: 02 Aug 2024

https://github.com/hourout/gan-keras

tensorflow2.x implementations of Generative Adversarial Networks.

deep-learning gan gan-keras generative-adversarial-networks keras keras-implementations neural-networks tensorflow-gan

Last synced: 05 Nov 2024

https://github.com/soumik12345/nearest-celebrity-face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

deep-learning deep-neural-networks deeplearning face face-recognition facenet facenet-model inception inception-resnet-v2 inceptionv2 keras keras-neural-networks keras-tensorflow machine-learning machinelearning meta-learning one-shot-learning python python3 tensorflow

Last synced: 02 Nov 2024

https://github.com/DavidLandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 02 Aug 2024

https://github.com/neka-nat/image_completion_tf2

"Globally and Locally Consistent Image Completion" with Tensorflow2 Keras

deep-learning gan image-completion keras tensorflow tensorflow2

Last synced: 28 Oct 2024

https://github.com/qubvel/keras_telegram_callback

Telegram-bot callback for your Keras model

callback keras telegram

Last synced: 22 Oct 2024

https://github.com/omaraflak/keras-android-xor

How to run a Keras model on Android using Tensorflow API.

android keras tensorflow tensorflow-inference-interface tensorflow-lite xor

Last synced: 31 Oct 2024

https://github.com/moment-of-peace/EventForecast

Time series prediction and text analysis using Keras LSTM, plus clustering, association rules mining

association-rules clustering keras lstm text-analysis time-series

Last synced: 03 Aug 2024

https://github.com/lucko515/cnn-raccoon

Create interactive dashboards for your Convolutional Neural Networks with a single line of code!

convolutional-neural-networks dashboards deep-learning explainable-ml keras pytorch tensorflow visualization-tools

Last synced: 08 Nov 2024

https://github.com/hoangthang1607/nfnets-Tensorflow-2

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

deepmind image-classification keras nfnets pretrained-weights sgd-adc tensorflow2 weight-standardization

Last synced: 05 Nov 2024

https://github.com/deep-diver/segformer-tf-transformers

This repository demonstrates how to use TensorFlow based SegFormer model in 🤗 transformers package.

huggingface keras segformer semantic-segmentation tensorflow transformers

Last synced: 23 Oct 2024

https://github.com/blueloveth/keras4torch

A compatible-with-keras wrapper for training PyTorch models✨

deeplearning keras pytorch

Last synced: 08 Nov 2024

https://github.com/jeremyfix/deeplearning-lectures

Deep learning lecture materials

deep keras learning pytorch tensorflow tutorials

Last synced: 01 Nov 2024

https://github.com/yu4u/conv-benchmark

Evaluating efficiency of several types of convolutions

convolutional-neural-networks keras pytorch

Last synced: 29 Oct 2024

https://github.com/yavuzkomecoglu/ai-image-recognition-web

Derin Öğrenme Kütüphanesi Keras ile Python Flask Web Framework Üzerinde Nesne Tanıma Uygulaması - https://vision-image-classify.herokuapp.com/

deep-learning derin-ogrenme flask heroku image-recognition keras python tensorflow

Last synced: 31 Oct 2024

https://github.com/adzialocha/tomomibot

Artificial intelligence bot for live voice improvisation

keras librosa machine-learning music

Last synced: 05 Nov 2024

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

A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems

cnn-keras deep-learning keras lstm machine-learning neural-network nlp-machine-learning rnn rnn-tensorflow tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/hendriks73/directional_cnns

Source code repository for the SMC paper "Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters".

classification cnn keras key ml music tempo

Last synced: 09 Nov 2024

https://github.com/soumik12345/pix2pix

Image to Image Translation using Conditional GANs (Pix2Pix) implemented using Tensorflow 2.0

activation-functions cityscapes conditional-gan gan google-maps image-translation keras mish pix2pix tensorflow tensorflow-pix2pix

Last synced: 24 Oct 2024

https://github.com/yashk2810/semantic-image-segmentation

Applying the 100 Layer Tiramisu on the Camvid Dataset

camvid-dataset keras segmentation tensorflow

Last synced: 22 Oct 2024

https://github.com/andersy005/keras-faster-rcnn

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

convolutional-neural-networks deep-learning faster-rcnn keras object-classification object-detection region-proposals

Last synced: 22 Oct 2024

https://github.com/sayakpaul/deploy-hf-tf-vision-models

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

autoscaling docker huggingface keras kubernetes kubernetes-engine locust onnx serverless tensorflow tfserving transformers vertex-ai vision-transformers

Last synced: 22 Oct 2024

https://github.com/Cyril9227/Keras_AttentiveNormalization

Unofficial Keras implementation of the paper Attentive Normalization.

attention-mechanism batch-normalization deep-learning keras keras-tensorflow

Last synced: 03 Aug 2024

https://github.com/minyus/optkeras

OptKeras: wrapper around Keras and Optuna for hyperparameter optimization

deep deep-learning hyperparameter-optimization hyperparameters keras neural-network optuna

Last synced: 27 Sep 2024

https://github.com/deeplearningturkiye/veri-artirma-data-augmentation

Bu repoda veri artırma (data augmentation) ile ilgili pratik uygulamalara ulaşabilirsiniz.

data-augmentation keras tensorflow

Last synced: 22 Oct 2024

https://github.com/nature1995/ai-image-classifiers-on-django-with-restapi

A Keras deep learning image classifiers on Django server with REST API ｜ Django 图片识别平台

classifier-model django keras machine-learning restapi

Last synced: 15 Oct 2024

https://github.com/vaibhavs10/10_days_of_deep_learning

10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras

classification gensim keras nlp python tensorflow tfidf-matrix

Last synced: 02 Nov 2024

https://github.com/sayakpaul/training-batchnorm-and-only-batchnorm

Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

batch-normalization deep-learning keras tensorflow2

Last synced: 22 Oct 2024

https://github.com/zimmerrol/attention-is-all-you-need-keras

Implementation of the Transformer architecture described by Vaswani et al. in "Attention Is All You Need"

attention-is-all-you-need keras neural-network nlp seq2seq transformer

Last synced: 22 Oct 2024

https://github.com/IBM/MAX-Inception-ResNet-v2

Identify objects in images using a third-generation deep residual network.

docker-image imagenet-classifier keras machine-learning machine-learning-models

Last synced: 04 Aug 2024

https://github.com/cpury/lstm-math

Neural network that solves math equations on the character level

deep-learning keras lstm machine-learning python seq2seq tensorflow

Last synced: 22 Oct 2024

https://github.com/mattdangerw/keras-text-generation

RNN text generation using Keras for word and character level models.

deep-learning keras machine-learning python recurrent-neural-networks text-generation

Last synced: 22 Oct 2024

https://github.com/Scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 03 Aug 2024

https://github.com/mobeets/classifying-vae-lstm

music generation with a classifying variational autoencoder (VAE) and LSTM

keras lstm music-generation neural-network vae variational-autoencoder

Last synced: 11 Oct 2024

https://github.com/astrazeneca-cgr-publications/mantis-ml-release

mantis-ml: Stochastic semi-supervised learning to prioritise genes from high throughput genomic screens

auto-ml genomics keras machine-learning scikit-learn tensorflow

Last synced: 02 Nov 2024

https://github.com/titu1994/keras-neural-alu

A Keras implementation of Neural Arithmatic and Logical Unit

keras neural-accumulator neural-alu tensorflow

Last synced: 13 Oct 2024

https://github.com/scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 13 Oct 2024

https://github.com/fredriko/bert-tensorflow-pytorch-spacy-conversion

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

bert bert-model how-to keras nlp pytorch-transformers spacy spacy-models spacy-nlp spacy-package spacy-pytorch-transformers tensorflow

Last synced: 07 Aug 2024

https://github.com/fabprezja/keras-gpt-copilot

Integrate an LLM copilot within your Keras model development workflow

deep-learning deep-neural-networks gpt keras llms openai skynet

Last synced: 07 Nov 2024

https://github.com/HendrickZhou/shazam-air

music recognition and classifier project just like shazam but lighter and simpler

dsp keras music-recognition python

Last synced: 02 Aug 2024

https://github.com/autonomio/autonomio

Core functionality for the Autonomio augmented intelligence workbench.

artificial-intelligence datascience deep-learning hyperscan keras lstm machine-learning mlp neural-network spacy tensorflow wrangling

Last synced: 06 Nov 2024

https://github.com/younes-charfaoui/ml-projects

Machine Learning Projects 🙍‍♂️, code and data sets for different kind of problems 🔥.

deep-learning kaggle-competition keras machine-learning matplotlib reinforcement-learning sklearn supervised-learning tensorflow unsupervised-learning

Last synced: 28 Oct 2024

https://github.com/longmaoteamtf/keras_ernie

Pre-trained ERNIE models could be loaded with Keras for feature extraction and prediction.

ernie keras machine-learning

Last synced: 20 Oct 2024

https://github.com/sayakpaul/a-barebones-image-retrieval-system

This project presents a simple framework to retrieve images similar to a query image.

computer-vision deep-learning keras representation-learning tensorflow2

Last synced: 22 Oct 2024

https://github.com/titu1994/keras-mobile-colorizer

U-Net Model conditioned with MobileNet features for Grayscale -> Color mapping

colorization keras mobilenet tensorflow

Last synced: 13 Oct 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" /> 52 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 40 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 30 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 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Python Learning Resources 18 Distributed Computing Learning Resources 18 Projects 💛💛💛💛💛<a name="Projects" /> 18 NLP Learning Resources 17 Examples/Notebooks 17 Swift Learning Resources 16 Learning Resources for ML 16