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/codingbeard/tfkg

Create, train, and save Tensorflow Keras models all in Golang

deep-learning go golang gpu-acceleration keras machine-learning tensorflow tf

Last synced: 09 Feb 2025

https://github.com/bhavik-jikadara/ai-ml-roadmap

Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2025! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.

artificial-intelligence computer-vision deep-learning deployment fundamentals-of-programming keras libraries machine-learning mathematics mlops natural-language-processing production-code pytorch reinforcement-learning roadmap scikit-learn tensorflow tools

Last synced: 30 Apr 2025

https://github.com/kaggledatasets/kaggledatasets

Collection of Kaggle Datasets ready to use for Everyone (Looking for contributors)

data-science datasets deep-learning kaggle keras machine-learning python pytorch scikit-learn tensorflow

Last synced: 20 Jun 2025

https://github.com/zfturbo/keras-augmentation-layer

Keras implementation of layer which performs augmentations of images using GPU.

augmentation gpu-acceleration keras layer tensorflow

Last synced: 22 Nov 2024

https://github.com/alexandrosstergiou/Saliency-Tubes-Visual-Explanations-for-Spatio-Temporal-Convolutions

[ICIP 2019] Implementation of Saliency Tubes for 3D Convolutions in Pytoch and Keras to localise the focus spatio-temporal regions of 3D CNNs.

3d-cnn 3d-convolutional-network keras pytorch saliency-tubes visualisations

Last synced: 22 Nov 2024

https://github.com/kaggler-tv/dku-kaggle-class

단국대 SW중심대학 2020년도 오픈소스SW설계 - 캐글뽀개기 수업 일정 및 강의자료

beginner-friendly datascience kaggle keras

Last synced: 06 Apr 2025

https://github.com/mohabmes/stocknn

Stock Market Prediction Using Neural Network Models (Backpropagation, RNN, RBF) Keras with Tensorflow backend

keras neural-network stock-price-prediction

Last synced: 21 Mar 2025

https://github.com/prakritidev/DeepLearning

This repository will contain the example detailed codes of Tensorflow and Keras, This repository will be useful for Deep Learning staters who find difficult to understand the example codes

deep-learning deep-learning-algorithms deep-learning-staters deep-learning-tutorial keras keras-models keras-tutorials

Last synced: 27 Nov 2024

https://github.com/danielegrattarola/deep-q-atari

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

deep-learning deep-reinforcement-learning dqn keras openai-gym python reinforcement-learning

Last synced: 30 Apr 2025

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: 30 Apr 2025

https://github.com/younatics/deeplearningtomobile

Curated way to convert deep learning model to mobile⚡️

coreml coremltools keras tensorflow tensorflow-lite tensorflow-mobile tf-coreml toco

Last synced: 30 Apr 2025

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: 19 Mar 2025

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

Interactive Variational Autoencoder (VAE)

keras ml tfjs

Last synced: 10 Apr 2025

https://github.com/philipperemy/keras-seq2seq-example

Toy Keras implementation of a seq2seq model with examples.

keras keras-neural-networks keras-tutorials seq2seq tensorflow

Last synced: 30 Apr 2025

https://github.com/deepsense-ai/Keras-PyTorch-AvP-transfer-learning

We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!

alien keras keras-classification-models keras-models keras-neural-networks keras-tutorials predator pytorch pytorch-cnn pytorch-implementation pytorch-tutorial pytorch-tutorials

Last synced: 27 Nov 2024

https://github.com/iver56/image-regression

A DNN that takes in x, y and outputs colors at that point to approximately "paint" an image. A toy problem.

deep-neural-networks dnn image keras python regression

Last synced: 20 Mar 2025

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: 13 Apr 2025

https://github.com/yashk2810/dcgan-keras

Deep Convolutional Generative Adverserial Networks

dcgan keras tensorflow

Last synced: 30 Apr 2025

https://github.com/nanxstats/deep-learning-recipes

🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)

deep-learning keras matrix-factorization r recommender-system tensorflow triplet-loss

Last synced: 22 Apr 2025

https://github.com/srihari-humbarwadi/YOLOv1-TensorFlow2.0

A tensorflow2.0 implementation of the YOLOv1 paper https://arxiv.org/pdf/1506.02640

keras keras-tensorflow object-detection tensorflow yolo yolo-tiny

Last synced: 04 May 2025

https://github.com/keiserlab/keras-neural-graph-fingerprint

Keras implementation of Neural Graph Fingerprints as proposed by Duvenaud et al., 2015

atom differentiable-models fingerprint gpu graph graph-algorithms keras molecule morgan-fingerprints neural-networks tensor

Last synced: 08 Feb 2025

https://github.com/titu1994/keras-global-context-networks

Keras implementation of Global Context Attention blocks

global-context keras tensorflow

Last synced: 22 Mar 2025

https://github.com/shivam5992/language-modelling

Generating Text using Deep Learning in Python - LSTM, RNN, Keras

deep-learning keras lstm natural-language-processing text

Last synced: 16 Jun 2025

https://github.com/rmsnow/www2021

Official repository to release the code and datasets in the paper "Mining Dual Emotion for Fake News Detection", WWW 2021.

emotion fake-news-detection keras www2021

Last synced: 03 Dec 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: 07 May 2025

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: 06 May 2025

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

Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.

keras multi-crop representation-learning semi-supervised-learning soft-similarity tensorflow vision

Last synced: 30 Apr 2025

https://github.com/hrolive/applications-of-ai-for-anomaly-detection

Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.

anomaly-detection autoencoders deep-learning generative-adversarial-network keras machine-learning notebook nvidia-gpu pandas python rapids tensorflow xgboost

Last synced: 12 May 2025

https://github.com/sayakpaul/generalized-odin-tf

TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data (https://arxiv.org/abs/2002.11297).

keras ood-detection robustness tensorflow2 vision

Last synced: 30 Apr 2025

https://github.com/popcornell/keras-triplet-center-loss

Simple Keras implementation of Triplet-Center Loss on the MNIST dataset

center-loss keras machine-learning mnist tensorflow triplet-loss

Last synced: 12 Apr 2025

https://github.com/testingautomated-usi/uncertainty-wizard

Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models in parallel.

keras keras-tensorflow testing uncertainty uncertainty-neural-networks uncertainty-quantification

Last synced: 06 May 2025

https://github.com/nikhilroxtomar/unet-with-pretrained-encoder

The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder.

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

Last synced: 14 Apr 2025

https://github.com/kuixu/keras_multi_gpu

Multi-GPU training for Keras

data-parallelism keras multi-gpu

Last synced: 26 Mar 2025

https://github.com/akensert/molgraph

Graph neural networks for molecular machine learning. Implemented and compatible with TensorFlow and Keras.

bioinformatics cheminformatics deep-learning graph-algorithms graph-neural-networks graphs keras molecular-graphs tensorflow

Last synced: 21 Nov 2024

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

An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras

artificial-intelligence attention-mechanism conformer convolutional-neural-networks deep-learning keras machine-learning speech-recognition tensorflow transformers

Last synced: 30 Apr 2025

https://github.com/ekzhang/char-rnn-keras

TensorFlow implementation of multi-layer recurrent neural networks for training and sampling from texts

char-rnn keras lstm recurrent-neural-networks tensorflow

Last synced: 21 Mar 2025

https://github.com/pbloem/language-models

Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).

bowman keras language-models rnn-language-model vae

Last synced: 10 Apr 2025

https://github.com/msiemens/hyphenn-de

A neural network hyphenator for the German language

german-language hyphenation keras machine-learning neural-network rust tensorflow

Last synced: 22 Mar 2025

https://github.com/whyboris/ml-with-python-and-keras

Based off Deep Learning with Python by François Chollet

deep-learning keras machine-learning neural-networks python python3

Last synced: 30 Apr 2025

https://github.com/pmuens/alphago

Reference implementation of DeepMinds AlphaGo based on "Deep Learning and the Game of Go"

deep-learning keras machine-learning tensorflow

Last synced: 24 Apr 2025

https://github.com/sshane/konverter

Convert simple Keras models to pure Python 🐍+ NumPy

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

Last synced: 12 May 2025

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

Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.

computer-vision distillation image-recognition imagenet-1k inductive-biases keras tensorflow vision-transformers

Last synced: 30 Apr 2025

https://github.com/tlkh/smartbin

Spring 2018 - 10.009 Digital World 1D Project

keras mobilenet-ssd opencv python raspberry-pi

Last synced: 13 Apr 2025

https://github.com/martolen1/data-science

Comprehensive repository of Data Science projects spanning Machine Learning, Deep Learning, and Natural Language Processing. Demonstrates practical applications of algorithms and tools on real-world datasets.

cnn-model data-analysis data-science data-visualization deep-learning gans-models keras machine-learning-algorithms natural-language-processing python3 rnn-lstm scikit-learn tensorflow transfer-learning transformers

Last synced: 06 Mar 2025

https://github.com/rajathkmp/facerecog

Face Recognition using Neural Networks implemented using Keras

face-recognition keras machine-learning neural-network opencv

Last synced: 28 Apr 2025

https://github.com/yashk2810/mnist-keras

Using various CNN techniques on the MNIST dataset

convolutional-neural-networks keras keras-visualization mnist

Last synced: 30 Apr 2025

https://github.com/kjaisingh/hardhat-detector

A convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.

artificial-intelligence convolutional-neural-networks image-classification keras machine-learning machinelearning neural-network

Last synced: 07 Jan 2025

https://github.com/dedinc/vk_captchasolver

VKontakte captcha solver with pseudoCRNN model running as a python module

captcha captcha-recognition captcha-solving crnn keras onnx python vkontakte

Last synced: 21 Jan 2025

https://github.com/sshane/Konverter

Convert simple Keras models to pure Python 🐍+ NumPy

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

Last synced: 23 Nov 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 Apr 2025

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: 13 Feb 2025

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: 07 May 2025

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: 12 Apr 2025

https://github.com/zeppaman/kerasui

UI for Keras to implement image classification written in python and django

django image-classification keras ui

Last synced: 23 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 Apr 2025

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: 07 May 2025

https://github.com/anoopmsivadas/android-malware-detection

Android Malware Detection Using Machine Learning Classifiers ( Using Permissions requested by Apps)

androguard android-malware android-malware-detection dataset flask genetic-algorithm keras machine-learning neural-network security-tools svm-classifier

Last synced: 14 Mar 2025

https://github.com/gaussic/keras-examples

Keras样例解析

examples keras

Last synced: 04 May 2025

https://github.com/ksachdeva/dlib-to-tf-keras-converter

A set of scripts to convert dlib's face recognition network to tensorflow, keras, onnx etc

converter dlib dlib-face-recognition keras model onnx tensorflow

Last synced: 08 May 2025

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: 13 Apr 2025

https://github.com/airtai/monotonic-nn

Keras implementation of the constrained monotonic neural networks

keras monotonic neural-networks tensorflow

Last synced: 09 Apr 2025

https://github.com/adityajn105/face-recognition-siamese-network

A Face Recognition Siamese Network implemented using Keras. Siamese Network is used for one shot learning which do not require extensive training samples for image recognition.

deep-learning face-recognition-python keras one-shot-learning siamese-network

Last synced: 13 Apr 2025

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: 18 Mar 2025

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: 05 May 2025

https://github.com/stevewyl/nlp_toolkit

Basic NLP Toolkits include text classification, sequence labeling etc.

keras nlp sequence-labeling text-classification

Last synced: 28 Apr 2025