Keras | Ecosyste.ms: Awesome

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/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/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/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/gaborvecsei/federated-learning-mini-framework

Federated Learning mini-framework with Keras

cifar10 convolutional-neural-networks federated-learning keras python tensorflow

Last synced: 28 Oct 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/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/mlr-org/mlr3keras

Deep learning for mlr3

deep-learning keras learners mlr3 r r-package tensorflow

Last synced: 06 Nov 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/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/hritik5102/tata_innoverse_solverhunt8

Tata Innoverse SolverHunt 8 Submission. Built a realtime face mask detection and social distancing detector.

coronavirus covid-19 face-mask-classification face-mask-detector facemask facemask-detection keras mobilenetv2 opencv social-distance-monitoring social-distancing-detection socialdistancing tensorflow yolov3

Last synced: 02 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/rtlee9/serveit

Simple API serving for Python ML models

keras machine-learning machine-learning-api pytorch restful-api scikit-learn tensorflow

Last synced: 27 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: 05 Nov 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/aome510/mask-classifier

Detecting/classifying masked faces in real-time

deep-learning keras machine-learing python

Last synced: 15 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/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/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/truongnmt/deepecg

Using deep learning to detect Atrial fibrillation

atrial-fibrillation cardio csv dataset deep-learning ecg ecg-qrs-detection electrocardiogram gnuplot ipynb keras mat neural-network python rhythm shell signal tensorflow wfdb

Last synced: 11 Oct 2024

https://github.com/machinecurve/extra_keras_datasets

📃🎉 Additional datasets for tensorflow.keras

data-science dataset datasets deep-learning emnist-digits emnist-letters iris iris-classification iris-dataset keras keras-datasets keras-tensorflow lowercase-handwritten-letters machine-learning neural-networks svhn tensorflow

Last synced: 01 Nov 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/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: 15 Oct 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/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/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/datarobot/pic2vec

Lightweight Image Featurization Made Easy

csv deep-learning feature-engineering feature-extraction image-processing keras open-source python tensorflow

Last synced: 30 Sep 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/blueloveth/keras4torch

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

deeplearning keras pytorch

Last synced: 15 Oct 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/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/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/adzialocha/tomomibot

Artificial intelligence bot for live voice improvisation

keras librosa machine-learning music

Last synced: 05 Nov 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/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/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/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/ypwhs/behavioral_cloning

jupyter-notebook keras self-driving-car simulator vgg16

Last synced: 24 Oct 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/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/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/ozlerhakan/deep-learning-notes

🤖 Deep Learning notes and snippets

book books deep-learning keras machine-learning machine-learning-algorithms machinelearning neural-network neural-networks python snippets tensorflow

Last synced: 02 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/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/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: 14 Oct 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/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/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/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/titu1994/keras-mobile-colorizer

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

colorization keras mobilenet tensorflow

Last synced: 13 Oct 2024

https://github.com/zimmerrol/show-attend-and-tell-keras

Keras implementation of the "Show, Attend and Tell" paper

attention-mechanism image-captioning keras lstm mscoco-image-dataset nlp rnn show-attend-and-tell tensorflow

Last synced: 22 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/sebastian-sz/resnet-rs-keras

ResNet-RS models rewritten in Tensorflow / Keras functional API.

deep-learning deep-neural-networks image-classification keras onnx tensorflow tensorflow-lite tensorflow-models tensorflow2

Last synced: 26 Sep 2024

https://github.com/tirendazacademy/deep-learning-with-tensorflow

Deep Learning with TensorFlow

deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials machine-learning machinelearning-python tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/solygambas/mlops-projects

Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.

docker fastapi google-cloud google-cloud-platform huggingface huggingface-transformers keras kubectl kubeflow kubernetes machine-learning mlops python scikit-learn tensorflow

Last synced: 27 Oct 2024

https://github.com/realvnf/deepcoord

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

coordination ddpg deep-reinforcement-learning keras multi-objective networking optimization python research self-learning service-coordination tensorflow

Last synced: 11 Oct 2024

https://github.com/kieranlitschel/predictingclosingpricetomorrow

Predict the change in closing price from one trading day to the next into one of four bands for any stock using technical indicators and financial ratios as features.

fintech keras knn machine-learning mysql neural-network python3 random-forest stock-prediction tensorflow

Last synced: 28 Oct 2024

https://github.com/andreasmazur/geoconv

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

benchmarking convolutional-neural-networks deep-learning deep-neural-networks geodesic-algorithm geometric-deep-learning geometry-processing keras machine-learning neural-network neural-networks tensorflow visualization

Last synced: 13 Oct 2024

https://github.com/nikhilcodes/fake-twitter-account-detection-keras

Using Deep Neural Network to create a predictive model for Fake Account Detection.

accuracy classification deep-learning deep-neural-network deeplearning keras prediction tensorflow

Last synced: 22 Oct 2024

https://github.com/tlkh/pycon-sg19-tensorflow-tutorial

PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance

deep-learning keras mixed-precision nvidia tensorflow

Last synced: 02 Aug 2024

https://github.com/akimach/gestureai

RNN(Recurrent Nerural network) model which recognize hand-gestures drawing 5 figures.

coreml dataset deep-learning deep-neural-networks demo ios keras keras-models keras-tensorflow machine-learning python python-2 recurrent-nerural-network rnn tensorflow

Last synced: 12 Oct 2024

https://github.com/rvinas/adversarial-gene-expression

Adversarial generation of gene expression data using Generative Adversarial Networks

adversarial-machine-learning adversarial-networks bioinformatics e-coli gan gene-expression gene-regulatory-network generative-adversarial-network keras machine-learning tensorflow

Last synced: 27 Oct 2024

https://github.com/brainglobe/cellfinder-napari

Efficient cell detection in large images using cellfinder in napari

cell-detection cellfinder keras napari napari-plugin object-detection resnet tensorflow

Last synced: 27 Sep 2024

https://github.com/adhaamehab/arabicnlp

Python package for Arabic natural language processing

arabic arabic-nlp keras ml nlp part-of-speech-tagger postagging sequence-modeling

Last synced: 11 Oct 2024

https://github.com/qeeqbox/image-analyzer

Interface for Image-Related Deep Learning Models (E.g. NSFW, MAYBE and SFW)

deep-learning image-analyzer interface keras nsfw nsfw-recognition python3 server transfer-learning

Last synced: 13 Oct 2024

https://github.com/swainshashwat/Audio-Classification-using-Deep-Learning

Classifying 10 different categories of Sound using Deep Learning.

audio-processing deep-learning deep-neural-networks keras keras-classification-models python3

Last synced: 06 Nov 2024

https://github.com/micah5/totally_humans

rnn trained on r/totallynotrobots 🤖

keras lstm rnn

Last synced: 06 Nov 2024

https://github.com/larq/zookeeper

A small library for managing deep learning models, hyperparameters and datasets

command-line-interface deep-learning hyperparameter keras machine-learning python tensorflow tensorflow-datasets

Last synced: 13 Oct 2024

https://github.com/rodrigobressan/keras-multi-output-model-utk-face

Exploring Keras functional API to build a multi-output model to predict race, gender and sex on UTK Face dataset.

deep-learning keras machine-learning multi-output-networks utkface

Last synced: 06 Nov 2024

https://github.com/zenithclown/ai-ml-project-template

A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure.

deep-learning jupyter-notebook keras ml-engineering ml-platform ml-production ml-project ml-roadmap mlops template tensorflow