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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/tanyachutani/face-mask-detection-tf2.x

An approach to detecting face masks in crowded places built using RetinaNet Face for face mask detection and Xception network for classification.

crowded-scenes face-mask-detection face-mask-detector keras retinanet retinanet-face tensorflow xception

Last synced: 11 Nov 2024

https://github.com/accenture/air

A deep learning object detector framework written in Python for supporting Land Search and Rescue Missions.

air-detector computer-vision deep-learning keras mob-algorithm object-detection retinanet sar-apd tensorflow

Last synced: 12 Nov 2024

https://github.com/IBM/MAX-Breast-Cancer-Mitosis-Detector

Detect whether a mitosis exists in an image of breast cancer tumor cells

docker-image keras machine-learning machine-learning-models

Last synced: 18 Nov 2024

https://github.com/SantoshPattar/ConvNet-OOP

ConvNet Implementation: An Object Oriented Approach using Keras API.

cnn convolution-neural-networks deep-learning keras keras-tutorials oop templates

Last synced: 27 Nov 2024

https://github.com/anastassia-b/neural-algorithm-artistic-style

🎨 Convolutional neural network implementation to generate content-and-style transferred images.

art convolutional-neural-networks deep-learning keras

Last synced: 06 Dec 2024

https://github.com/rashadgarayev/firedetection

FireDetection is an artificial intelligence project for real-time fire detection and custom images.

faster-rcnn fire firedetection keras smoke tensorflow

Last synced: 07 Nov 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/vocalpy/hybrid-vocal-classifier

a Python machine learning library for animal vocalizations and bioacoustics

birdsong keras machine-learning python scikit-learn tensorflow

Last synced: 01 Nov 2024

https://github.com/rstudio/tfdeploy

tfdeploy: Deploy Tensorflow Models from R

deployment keras r rest tensorflow

Last synced: 10 Nov 2024

https://github.com/sayakpaul/ml-bootcamp-india-2022

Contains materials from the facilitation sessions conducted for the ML Bootcamp India (2022) organized by Google DevRel team.

keras ml-bootcamp-india tensorflow

Last synced: 28 Dec 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

Last synced: 27 Oct 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/dalmia/brain-tumor-segmentation-keras

Keras implementation of the multi-channel cascaded architecture introduced in the paper "Brain Tumor Segmentation with Deep Neural Networks"

convolutional-neural-networks deep-learning keras medical-imaging python

Last synced: 30 Oct 2024

https://github.com/vzhou842/easy-vqa-keras

A Keras implementation of VQA using the easy-VQA dataset.

easy-vqa keras keras-tensorflow vqa

Last synced: 30 Oct 2024

https://github.com/guillaume-chevalier/predict-if-salary-is-over-50k-with-keras

Predict whether income exceeds $50K/yr based on census data of the "Adult Dataset". Also known as "Census Income" dataset.

keras machine-learning neural-network

Last synced: 02 Jan 2025

https://github.com/asparagui/keras_mnist_demo

Demo of using keras to generate a neural network and iOS 11 to run the converted model.

convolutional-neural-networks coreml coremltools demo ios11 keras neural-network xcode xcode9

Last synced: 24 Oct 2024

https://github.com/titu1994/residual-of-residual-networks

Residual Network of Residual Networks in Keras

deep-learning keras residual-networks resnet ror

Last synced: 13 Oct 2024

https://github.com/vzhou842/easy-VQA-keras

A Keras implementation of VQA using the easy-VQA dataset.

easy-vqa keras keras-tensorflow vqa

Last synced: 07 Nov 2024

https://github.com/a-ws-m/unlocknn

A Python package for adding uncertainties to neural network models of chemical systems.

chemistry keras machine-learning materials-science python tensorflow-probability

Last synced: 11 Oct 2024

https://github.com/lunardog/kelner

Serve your models

keras server tensorflow-models

Last synced: 10 Oct 2024

https://github.com/achillesrasquinha/digdet

A realtime digit OCR on the browser using Machine Learning

deep-learning keras machine-learning mnist neural-networks ocr

Last synced: 13 Nov 2024

https://github.com/florianwoelki/lungcure

This is a WebApp, which detects lung diseases with integrated stripe payment processing.

deep-learning jupyter-notebook keras lung-cancer lung-cancer-detection lungcure machine-learning python stripe tensorflow webapp

Last synced: 14 Oct 2024

https://github.com/ekzhang/vae-cnn-mnist

Conditional variational autoencoder applied to EMNIST + an interactive demo to explore the latent space.

keras mnist variational-autoencoder

Last synced: 12 Oct 2024

https://github.com/schornacklabslcu/amfinder

The Automatic Mycorrhiza Finder (AMFinder) allows for automatic computer vision-based identification and quantification of AM fungal colonisation and intraradical hyphal structures on ink-stained root images using convolutional neural networks.

deep-learning gtk2 image-analysis keras microscopy mycorrhiza neural-networks ocaml python3

Last synced: 02 Nov 2024

https://github.com/sayannath/mirnet-flutter

MIRNet model is used to enhance a low-light image. Implemented MIR-Net model with TF-Lite.

android android-app app flutter ios keras mirnet mirnet-flutter mirnet-model mobile stars tensorflow2 tfhub tflite

Last synced: 09 Nov 2024

https://github.com/autonomio/studio

GUI for Keras and TensorFlow with integrated hyperparameter optimization and NLP

ai artificial-intelligence data-science deep-learning hyperparameter-optimization hyperparameter-tuning keras tensorflow

Last synced: 06 Nov 2024

https://github.com/zhengpeng7/csrnet-keras

An unofficial implementation of CSRNet for crowd counting.

crowd-counting csrnet keras

Last synced: 10 Nov 2024

https://github.com/nikhilroxtomar/unet-for-person-segmentation

U-Net for person segmentation in TensorFlow using Keras API.

keras tensorflow unet-image-segmentation unet-keras unet-segmentation

Last synced: 16 Nov 2024

https://github.com/cloxnu/omega_gomoku_ai

♟♟♟♟♟ A Gomoku game AI based on Monte Carlo Tree Search, can be trained on policy-value network now. 一个蒙特卡洛树搜索算法实现的五子棋 AI，现可用神经网络训练模型。

ai board gomoku gomoku-game keras monte-carlo-tree-search neural-network tensorflow

Last synced: 13 Nov 2024

https://github.com/adityajn105/brain-tumor-segmentation-unet

Implementation of U-Net from paper "U-Net: Convolutional Networks for Biomedical Image Segmentation" to segment tumor in given MRI images.

dice-loss image-segmentation keras mri-images tumor-segmentation unet unet-image-segmentation

Last synced: 15 Nov 2024

https://github.com/xv44586/knowledge-distillation-nlp

some demos of Knowledge Distillation in NLP

bert keras knowledge-distillation nlp

Last synced: 17 Nov 2024

https://github.com/kittinan/trex-keras-cnn

Play T-Rex game with Keras using convolutional neural network

cnn-classification keras trex-game

Last synced: 05 Nov 2024

https://github.com/saradindusengupta/stock_price_forecasting_hybrid_model

Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)

deep-neural-networks indicators keras lstm-neural-networks sentiment-analysis stock-market tensorflow twiiter

Last synced: 12 Nov 2024

https://github.com/tensorspace-team/tensorspace-converter

🔨TensorSpace Standard Preprocess Tool for Pre-trained Models from TensorFlow, Keras, TensorFlow.js

converter deeplearning keras tensorflow tensorspace tfjs

Last synced: 11 Oct 2024

https://github.com/saravanabalagi/deep_image_prior

Image Operations without training using deep image prior

deep-image-prior denoising-autoencoders keras tensorflow

Last synced: 16 Oct 2024

https://github.com/vivshaw/shakespeare-lstm

a Keras neural network trained to write Shakespearean sonnets, with a Flask web interface

flask generative-art keras lstm neural-network tensorflow

Last synced: 10 Nov 2024

https://github.com/chiragjn/deep-char-cnn-lstm

Deep Character CNN LSTM Encoder with Classification and Similarity Models

cnn embeddings encoder keras lstm semantic-similarity siamese

Last synced: 06 Dec 2024

https://github.com/innixma/dex

Continual Learning Toolkit for Reinforcement Learning

artificial-intelligence deep-reinforcement-learning keras python tensorflow

Last synced: 05 Dec 2024

https://github.com/hrolive/applications-of-ai-for-predictive-maintenance

Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.

deep-learning keras lstm machine-learning numpy pandas predictive-maintenance python rapids time-series

Last synced: 09 Nov 2024

https://github.com/eagerai/tfaddons

R interface to TensorFlow 2.x SIG-Addons

deep-learning keras neural-networks r tensorflow tensorflow-addons tfa

Last synced: 16 Nov 2024

https://github.com/zhengpeng7/w-net-keras

An unofficial implementation of W-Net for crowd counting.

crowd-counting keras u-net w-net

Last synced: 10 Nov 2024

https://github.com/jay-johnson/antinex-core

Network exploit detection using highly accurate pre-trained deep neural networks with Celery + Keras + Tensorflow + Redis

ai-security anti-nex artificial-intelligence celery docker jupyter keras redis tensorflow

Last synced: 01 Nov 2024

https://github.com/xai-demonstrator/xai-demonstrator

The XAI Demonstrator is a modular platform that lets users interact with production-grade Explainable AI (XAI) systems.

ai docker explainable-ai fastapi huggingface-transformers keras machine-learning mobile-first pytorch tensorflow vuejs xai

Last synced: 07 Nov 2024

https://github.com/sayakpaul/distributed-training-in-tensorflow-2-with-ai-platform

Contains code to demonstrate distributed training in TensorFlow 2 with AI Platform and custom Docker contains.

ai-platform distributed-training docker gcp gcr keras tensorflow2

Last synced: 28 Dec 2024

https://github.com/spaceml-org/missing-pixel-filler

missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.

aqua arxiv deep-learning keras machine-learning python remote-sensing satellite-imagery swath-gaps tensorflow terra uc-mercer-land uc-mercer-visualization

Last synced: 02 Nov 2024

https://github.com/ashishpatel26/nyse-stock_market-analysis-using-lstm

Stock market data can be interesting to analyze and as a further incentive, strong predictive models can have large financial payoff. The amount of financial data on the web is seemingly endless. A large and well structured dataset on a wide array of companies can be hard to come by. Here I provide a dataset with historical stock prices (last 5 years) for all companies currently found on the S&P 500 index.

keras newyork-stock nyse stock-forcast stock-market-data stock-market-prediction stock-price-prediction tensorflow-gpu using-lstm

Last synced: 19 Nov 2024

https://github.com/kpe/params-flow

A TensorFlow Keras coding style for reducing boilerplate code in custom layers and models.

keras tensorflow

Last synced: 07 Nov 2024

https://github.com/tanyachutani/deeplabv3plus-tf2.x

A Tensorflow implementation of Deep Lab V3 Plus from scratch.

deep-lab-v3-plus deeplabv3plus keras resnet resnet-50 semantic-segmentation tensorflow tensorflow2

Last synced: 11 Nov 2024

https://github.com/spratiher9/netplot

A ultra-lightweight 3D renderer of the Tensorflow/Keras neural network architectures

keras python visualization

Last synced: 20 Oct 2024

https://github.com/rishit-dagli/glu

An easy-to-use library for GLU (Gated Linear Units) and GLU variants in TensorFlow.

activation-functions artificial-intelligence deep-learning glu keras machine-learning neural-network python tensorflow transformers

Last synced: 09 Nov 2024

https://github.com/weiji14/nz_convnet

A U-net based ConvNet for NZ imagery to classify building outlines.

aerial-imagery big-data binder computer-vision convolutional-neural-networks deep-learning jupyter-notebook keras

Last synced: 22 Oct 2024

https://github.com/sayannath/american-sign-language-detection

American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

asl colab-notebook computer-vision java keras mobile mobilenetv2 mobilenetv3 native tensorflowlite tensroflow tfhub tflite tflite-models

Last synced: 09 Nov 2024

https://github.com/jleinonen/keras-fid

Frechet Inception Distance for Keras-based GANs

frechet-distance frechet-inception-distance generative-adversarial-networks keras

Last synced: 29 Oct 2024

https://github.com/ecodynizw/imageseg

R package for deep learning image segmentation

image-segmentation keras tensorflow

Last synced: 11 Oct 2024

https://github.com/tatevkaren/convolutional-neural-network-image_recognition_case_study

Computer Vision Case Study in image recognition to classify an image to a binary class, based on Convolutional Neural Networks (CNN), with TensorFlow and Keras in Python, to identify from an image whether it is an image of a dog or cat. (Includes: Data, Case Study Paper, Code)

case-study cnn cnn-for-visual-recognition cnn-model computer-vision convolutional-neural-networks deep-learning image-recognition keras machine-learning prediction python tensorflow tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/anujdutt9/audio-scene-classification

Scene Classification using Audio in the nearby Environment.

audio-classification deep-learning keras librosa python36 tensorflow

Last synced: 13 Nov 2024

https://github.com/abhaskumarsinha/minimalgpt

MinimalGPT is a concise, adaptable, and streamlined code framework that encompasses the essential components necessary for the construction, training, inference, and fine-tuning of the GPT model. This framework is implemented exclusively using Keras and TensorFlow, ensuring compatibility and coherence within the broader deep learning ecosystem.

ai artificial-intelligence fine-tuning generative-model gpt gpt-2 gpt-models keras keras-tensorflow language-model llm machine-learning neural-network nlp nlp-machine-learning tensorflow tensorflow2 training transformer transformer-architecture

Last synced: 21 Nov 2024

https://github.com/naturalness/sensibility

Fixes Java syntax errors with LSTM neural networks! [proof-of-concept]

hacktoberfest java keras lstm ml4code neural-network syntax syntax-checker syntax-error

Last synced: 13 Nov 2024

https://github.com/aibharata/medicalai

Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/

ai-framework keras medical-applications medical-imaging pdf-report prediction tensorflow tensorflow2

Last synced: 11 Oct 2024

https://github.com/guildai/guildai-r

Track machine learning experiments

deep-learning keras machine-learning

Last synced: 11 Oct 2024

https://github.com/bkataru/fake-currency-identification

Uses retrained MobileNetV2 classification models to determine whether an Indian currency note is fake or real (based on watermark and fluorescent strip)

cnn-keras convolutional-neural-networks currency-detection currency-images deep-learning fake-currency keras mobilenet mobilenetv2 opencv tensorflow vgg16 vgg16-model

Last synced: 05 Nov 2024

https://github.com/jrzaurin/neural_cf

Comparing keras, pytorch and gluon using neural collaborative filtering

collaborative-filtering deep-learning gluon keras pytorch recommender-system

Last synced: 15 Oct 2024

https://github.com/neka-nat/vin-keras

This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras

deep-learning keras nips-2016 value-iteration value-iteration-network

Last synced: 14 Oct 2024

https://github.com/innovatorved/gray_scale_to_color_image

Transforming Black & White Image in to colored image. Upload a black and white image to see it colorized by our deep learning model.

ai deep-learning gan gradio image image-processing innovatorved keras keras-tensorflow neural-network

Last synced: 31 Oct 2024

https://github.com/praful932/tf-rec

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

deep-learning keras machine-learning machine-learning-algorithms matrix-factorization python python-library recommendation-system recommender-system svd svdplusplus svdpp tensorflow

Last synced: 13 Oct 2024

https://github.com/bshao001/dmsmsgrcg

A photo OCR project aims to output DMS messages contained in sign structure images.

convolutional-neural-networks image-classification image-processing image-recognition keras object-detection ocr photo-ocr tensorflow yolo

Last synced: 09 Nov 2024

https://github.com/vyomshm/cats-dogs-with-keras

An image classifier to identify pictures of cats and dogs absed on very little data.(inspired by fchollet's blog on blog.keras.io)

cats-dogs convolutional-neural-networks deep-learning keras tensorflow

Last synced: 29 Nov 2024

https://github.com/systats/textlearnR

A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.

classification hyperparameter-optimization keras nlp r text-mining

Last synced: 22 Nov 2024

https://github.com/fmolivato/ramandatagenerator

Generator useful to handle Raman spectra data augmentation for deep learning models

augmentation deep-learning keras raman-spectra raman-spectroscopy tensorflow

Last synced: 14 Oct 2024

https://github.com/leonjessen/keras_tensorflow_on_iris

A minimal tutorial on how to build a neural network classifier based on the iris data set using Keras/TensorFlow in R/RStudio

classification datascience deep-learning ggplot iris-dataset keras machine-learning neural-network r rstudio tensorflow tensorflow-tutorials tutorial

Last synced: 19 Nov 2024

https://github.com/robinka/web-deep-image-prior

Deep Image Prior for denoising, superresolution, inpainting and more in the browser

browser denoising functional inpainting keras machine-learning neural-networks react super-resolution tensorflow typescript web

Last synced: 13 Nov 2024

https://github.com/soumik12345/vision-transformer

Tensorflow 2.x implementation of Vision-Transformer model

cifar10 classification image-classification keras tensorflow2 transformer vision-transformer

Last synced: 24 Oct 2024

https://github.com/dunky11/adversarial-frontier-stitching

Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.

adversarial-examples keras neural-network tensorflow tensorflow2 watermarking

Last synced: 14 Nov 2024

https://github.com/madeyoga/handwritten-text-recognition

Train a Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.

convolutional-neural-networks ctc-loss handwritten-text-recognition htr iam-dataset keras recurrent-neural-networks simple-htr tensorflow2 text-recognition

Last synced: 11 Oct 2024

https://github.com/time1ess/torchtools

A High-Level training API on top of PyTorch

keras pytorch

Last synced: 14 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" /> 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 C/C++ Tools and Frameworks 25 NLP Tools, Libraries, and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Projects 💛💛💛💛💛<a name="Projects" /> 20 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Distributed Computing Learning Resources 18 Python Learning Resources 18 Examples/Notebooks 17 NLP Learning Resources 17 Scala Learning Resources 16 MATLAB Learning Resources 16