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An open API service indexing awesome lists of open source software.

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/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: 12 Mar 2025

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

An unofficial implementation of CSRNet for crowd counting.

crowd-counting csrnet keras

Last synced: 23 Apr 2025

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: 05 May 2025

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: 29 Apr 2025

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: 27 Mar 2025

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: 11 Apr 2025

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 Feb 2025

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: 12 May 2025

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: 12 May 2025

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: 07 Apr 2025

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

Play T-Rex game with Keras using convolutional neural network

cnn-classification keras trex-game

Last synced: 10 Jun 2025

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: 14 Apr 2025

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: 09 Feb 2025

https://github.com/cvdlab/nn-segmentation-for-lar

Neural networks to segment some type of biomedical images

bioinformatics convolutional-neural-networks keras mit-license mri neural-networks python

Last synced: 11 Apr 2025

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: 06 May 2025

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: 22 Apr 2025

https://github.com/innixma/dex

Continual Learning Toolkit for Reinforcement Learning

artificial-intelligence deep-reinforcement-learning keras python tensorflow

Last synced: 05 May 2025

https://github.com/narendraysf/lstmemotion-sentiment-analytics

An LSTM-based sentiment analysis model for classifying text emotions. Built with deep learning techniques to accurately detect and predict sentiment in text data.

ai emotion-detection-emotion-classification jupyter-notebook keras lstm-sentiment-analysis recurrent-neural-networks social-media-analysis tensorflow

Last synced: 12 Apr 2025

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: 06 May 2025

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: 13 Feb 2025

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: 24 Apr 2025

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: 14 Apr 2025

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: 05 May 2025

https://github.com/jakoch/jupyter-devbox

A Docker-based devcontainer for Jupyter Notebook's with a focus on Computer Vision, Machine Learning, Finance, Statistics and Visualization.

debian devcontainer docker imutils jupyter-notebook keras opencv pandas python3 scikit-learn scipy seaborn tensorflow

Last synced: 21 Mar 2025

https://github.com/pvskand/disguisenet

Code for DisguiseNet : A Contrastive Approach for Disguised Face Verification in the Wild

cvpr2018 cvprw disguise-plugin keras

Last synced: 17 Feb 2025

https://github.com/saravanabalagi/deep_image_prior

Image Operations without training using deep image prior

deep-image-prior denoising-autoencoders keras tensorflow

Last synced: 15 Apr 2025

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/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: 30 Apr 2025

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

some demos of Knowledge Distillation in NLP

bert keras knowledge-distillation nlp

Last synced: 07 May 2025

https://github.com/prajwalkr/dogsvscats

Kaggle Cats vs. Dogs Redux Edition

convolutional-neural-networks deep-learning keras python

Last synced: 14 Apr 2025

https://github.com/mansi-k/stutter-therapy

Developed and trained Gated-CNN models to detect types of stutter in speech and SVM classifier to suggest new therapies to the user according to his stutter type and severity

andoid-app audio-processing cnn deep-learning gru keras mfcc-analysis stutter-detection stutter-therapy svm

Last synced: 15 Apr 2025

https://github.com/0xnaman1/american-sign-language-detection-using-computer-vision

The project is about translating American Sign Language into English language. It uses Computer Vision and Deep Learning to predict the ASL alphabet and forms sentences on the basis of prediction. It uses text to speech to convert the predicted word into speech. The project was implemented at MNNIT Hack36 Allahabad Hackathon.

computer-vision deeplearning keras machine-learning neural-network opencv tensorflow texttospeech

Last synced: 27 Jun 2025

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 Feb 2025

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: 10 Jun 2025

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

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

keras tensorflow

Last synced: 13 Apr 2025

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

Track machine learning experiments

deep-learning keras machine-learning

Last synced: 11 Feb 2025

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: 13 Apr 2025

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

Frechet Inception Distance for Keras-based GANs

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

Last synced: 25 Mar 2025

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: 01 Apr 2025

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: 04 May 2025

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: 05 May 2025

https://github.com/spratiher9/netplot

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

keras python visualization

Last synced: 23 Apr 2025

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: 09 Apr 2025

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: 05 May 2025

https://github.com/kautenja/ios-semantic-segmentation

An example of semantic segmentation on iOS using CoreML and Keras.

coreml keras semantic-segmentation tiramisu

Last synced: 19 Mar 2025

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: 10 Apr 2025

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: 13 Jun 2025

https://github.com/sun1638650145/crnn

An AutoML for CRNN, you can perform captcha recognition with just a few lines of code.

captcha-solver crnn ctc keras ocr pipeline tensorflow

Last synced: 15 Jun 2025

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: 05 May 2025

https://github.com/ecodynizw/imageseg

R package for deep learning image segmentation

image-segmentation keras tensorflow

Last synced: 11 Feb 2025

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: 14 Apr 2025

https://github.com/m-niemiec/captcha_solving_service

Captcha Solving Service is a mock-up SaaS that allows users to send their captcha images and receive solutions in simple text format. Project is divided into 4 parts. Scraping datasets for machine learning models, GUI for renaming collected images, captcha solving OCR and captcha solving API.

aws aws-ec2 docker docker-compose fastapi keras pillow postgresql py2app pytest python scrapy sqlalchemy tensorflow tkinter

Last synced: 03 May 2025

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/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: 13 Apr 2025

https://github.com/cyberzhg/keras-adaptive-softmax

Adaptive embedding and softmax

adaptive keras softmax

Last synced: 23 Jan 2025

https://github.com/time1ess/torchtools

A High-Level training API on top of PyTorch

keras pytorch

Last synced: 13 Apr 2025

https://github.com/IBM/MAX-Review-Text-Generator

Generate English-language text similar to the text in the Yelp® review data set.

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

Last synced: 13 May 2025

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: 13 Apr 2025

https://github.com/rodrigobressan/padify

Framework to perform PAD (Presentation Attack Detection) on Facial Recognition systems through intrinsic properties and Deep Neural Networks - Still Under Development

biometrics cnn face-spoofing-detection facial-recognition keras pad presentation-attack-detection resnet50

Last synced: 07 Apr 2025

https://github.com/rakibhhridoy/anomalydetectionintimeseriesdata-keras

Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection (also outlier detection) is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data. Typically the anomalous items will translate to some kind of problem such as bank fraud, a structural defect, medical problems or errors in a text. Anomalies are also referred to as outliers, novelties, noise, deviations and exceptions.

anomaly-detection autoencoder autoencoders deep-learning dropout keras lstm machine-learning numpy pandas python regularization tensorflow threshold

Last synced: 09 Apr 2025

https://github.com/alvertogit/deeplearning_flask

Data Science AI Artificial Intelligence Deep Learning Python Keras TensorFlow TensorFlow2 Flask Flask3 Docker NGINX Gunicorn microservices REST API Jupyter Lab Notebook GitHub Actions Ruff

artificial-intelligence data-science deep-learning docker flask github-actions jupyter-lab jupyter-notebook keras python ruff tensorflow tensorflow2

Last synced: 23 Nov 2024

https://github.com/titu1994/keras-minimal-rnn

Keras implementation of MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks

keras minimal minimalrnn rnn

Last synced: 11 Apr 2025

https://github.com/zackakil/understanding-recurrent-convolutional-neural-networks

Using synthetically generated video data to learn how/when R-CNNs can outperform CNNs.

cnn convolutional-neural-networks keras rcnn rnn tensorflow

Last synced: 21 Jun 2025

https://github.com/sondosaabed/image-modeling-with-keras

Understanding images as data, training CNNs, and optimizing their performance, gained the skills to apply deep learning techniques with applications

cnn deep-learning image-analysis image-processing keras matplotlib python scipy

Last synced: 09 Apr 2025

https://github.com/pedro-r-marques/keras-opt

Keras Scipy optimize interface

keras optimization scipy

Last synced: 28 Apr 2025

https://github.com/rickiepark/dl-illustrated

<딥러닝 일러스트레이티드>(시그마프레스, 2021)의 코드 저장소

cnn deep-learning dnn gan keras reinforcement-learning rnn tensorflow

Last synced: 10 Apr 2025

https://github.com/soroushj/keras-balanced-batch-generator

A Keras-compatible generator for creating balanced batches

keras machine-learning machine-learning-algorithms

Last synced: 08 Apr 2025

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 44 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 Swift Tools and Frameworks 20 Computer Vision Tools, Libraries, and Frameworks 20 Projects 💛💛💛💛💛<a name="Projects" /> 20 NLP Learning Resources 19 Distributed Computing Learning Resources 19 Python Learning Resources 18 Scala Learning Resources 16 MATLAB Learning Resources 16 Computer Vision Learning Resources 16