Ecosyste.ms: Awesome
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.
- GitHub: https://github.com/topics/keras
- Wikipedia: https://en.wikipedia.org/wiki/Keras
- Repo: https://github.com/keras-team
- Created by: François Chollet
- Released: March 27, 2015
- Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
- Last updated: 2024-11-07 00:15:58 UTC
- JSON Representation
https://github.com/aureliusivan/spotify-recommender-system-with-word2vec
This project is a recommender system for Spotify songs. The system uses the Word2Vec model to find similar songs based on the song's lyrics.
Last synced: 27 Oct 2024
https://github.com/soumyajit4419/writing_like_shakespeare
Automated Text Generation uisng LSTM.
keras lstm nlp poem shakespeare tensorflow
Last synced: 24 Oct 2024
https://github.com/sayakpaul/reproducibility-in-tf.keras-with-wandb
Contains code for my model reproducibility experiments. Report attached.
keras reproducible-research tensorflow
Last synced: 02 Nov 2024
https://github.com/jsmolka/tensor-ocr
Optical character recognition using Tensorflow.
Last synced: 05 Nov 2024
https://github.com/hyzhak/deep-learning-cnn-course-notes
my notes from CNN course of Deep Learning by Andrew Ng
cnn computer-vision deep-learning deep-neural-networks face-recognition jupyter-notebook keras neural-style-transfer object-classification object-detection
Last synced: 05 Nov 2024
https://github.com/tunmx/bald_classification
秃头识别 bald classification
bald keras python tensor tensorflow
Last synced: 24 Oct 2024
https://github.com/arthurdouillard/keras-squeeze_and_excitation_network
Implementation in Keras of Squeeze and Excitation (https://arxiv.org/abs/1709.01507)
computer-vision deep-learning keras
Last synced: 11 Oct 2024
https://github.com/jcrodriguez1989/kerasmodelcreator
ShinyApp: Visually design Keras models for R language
deep-learning designer gui keras model r shiny tensorflow
Last synced: 11 Oct 2024
https://github.com/jcrodriguez1989/KerasModelCreator
ShinyApp: Visually design Keras models for R language
deep-learning designer gui keras model r shiny tensorflow
Last synced: 03 Aug 2024
https://github.com/m-romanenko/rl-quadcopter
Using Reinforcement Learning to teach a quadcopter how to fly
ddpg keras python reinforcement-learning
Last synced: 11 Oct 2024
https://github.com/farshidnooshi/hands-on-machine-learning
Practice codes of the book Hands-on Machine Learning 2
artificial-intelligence deep-learning keras machine-learning pandas python scikit-learn tensorflow
Last synced: 24 Oct 2024
https://github.com/unit8co/amld-workshop-pneumonia
Workshop about detecting pneumonia in X-Ray images
amld2019 cnn keras notebook transfer-learning
Last synced: 05 Nov 2024
https://github.com/tushar-ml/darkneuron
This Library will deal with the implementation of Automatic Deep Learning which can reduce the time and Complexity for non-technical users and Specialists in this field to train their own networks with significant accuracies and can perform Image Classification, Object Detection and hybridization of Models.
automation-framework classification-model keras keras-tensorflow object-detection python yolov4
Last synced: 28 Oct 2024
https://github.com/maximellerbach/car-dcgan-keras
my implementation of DCGAN with keras, trained on car dataset
dcgan gan generative-adversarial-network keras
Last synced: 22 Oct 2024
https://github.com/philipperemy/keras-mode-normalization
Keras Implementation of Mode Normalization (Lucas Deecke, Iain Murray, Hakan Bilen, 2018)
batch-normalization keras tensorflow
Last synced: 24 Oct 2024
https://github.com/levperla/time_series_prediction_rnn
📈 Library for time series forecasting with RNN
deep-learning keras lstm rnn time-series
Last synced: 11 Oct 2024
https://github.com/qubvel/resnet_152
Pretrained on ImageNet ResNet-152 model in Keras
keras pre-trained pretrained resnet-152
Last synced: 28 Oct 2024
https://github.com/sayannath/image-scene-tf-hub
Image Scene Classification Model for TensorFlow Hub
computer-vision deep-learning efficientnet image-scene-classification keras machine-learning tensorflow tensorflowhub
Last synced: 24 Oct 2024
https://github.com/sondosaabed/datacamp-image-processing-track
This track covers the fundamentals, from image pre-processing to deep learning. Began with image enhancement, restoration, biomedical images to convolutional neural nets, build powerful deep learning image classifiers.
biomedical-image-processing image-analysis image-processing keras matplotlib python scipy
Last synced: 06 Nov 2024
https://github.com/senofsky/face-mask-detector
A library and command line utility for detecting face masks in images and video streams
computer-vision covid-19 deep-learning detect-face-masks face-mask-detection face-mask-detector face-masks keras keras-tensorflow machine-learning mobilenetv2 python python3 video-stream
Last synced: 13 Oct 2024
https://github.com/sayannath/pothole-detection
Potholes detection model with CNN.
cnn colab deep-learning h5 image-classification keras neural-network tensorflow2 tflite
Last synced: 24 Oct 2024
https://github.com/franzdiebold/covfefe-flow
@realDonaldTrump 😤 fake tweet autocompleter 🤖
deep-learning fullstack gcp github-pages google-cloud-functions google-cloud-storage google-colab jupyter-notebook keras lstm rnn tensorflow
Last synced: 05 Nov 2024
https://github.com/sayannath/image-scene-classification
Image-Scene-Classification with 30 different classes.
big-transfer bit image-classification keras mobilenetv3 state-of-the-art-models tensrflow tflite visual-transformer vit
Last synced: 24 Oct 2024
https://github.com/micah5/death-grips-lyrics-generator
rnn that generates ride lyrics
Last synced: 06 Nov 2024
https://github.com/tonandr/ymc
Yaw misalignment calibrator of wind turbine using RNN and Kalman filter
kalman-filter keras recurrent-neural-network seq2seq-model wind-turbine yaw-misalignment-calibration
Last synced: 14 Oct 2024
https://github.com/tonandr/face_vijnana_yolov3
Face detection keras model based on yolov3.
Last synced: 14 Oct 2024
https://github.com/adamvvu/snapshot_ensemble
Train TensorFlow Keras models with cosine annealing and save an ensemble of models with no additional computational expense.
data-science deep-learning keras machine-learning python tensorflow
Last synced: 13 Oct 2024
https://github.com/byte7/adaptive-curriculum-gan-keras
Keras implementation of Adaptive Curriculum GAN
gans generative-adversarial-network keras
Last synced: 15 Oct 2024
https://github.com/cheran-senthil/deepdrawing
🎨 Image Generator (GAN)
convolutional-neural-networks gan keras machine-learning python
Last synced: 15 Oct 2024
https://github.com/jonasrauber/foolbox-tensorflow-keras-applications
The pretrained TensorFlow Keras models with a Foolbox Zoo compatible interface
adversarial-attacks foolbox imagenet keras pretrained-models tensorflow
Last synced: 29 Oct 2024
https://github.com/vogon101/skincancer
Skincancer detection project
cnn cnn-keras keras machine-learning tensorflow tensorflow-examples tensorflow-experiments
Last synced: 03 Nov 2024
https://github.com/barqawiz/ai-nanodegree-term2
Python code for AI Nanodegree Term2 Projects (Keras+Tensorflow)
ai aind2-nlp-capstone aind2-rnn dog-project keras tensorflow udacity
Last synced: 06 Nov 2024
https://github.com/sun1638650145/textextraction
An AutoML about text extraction, you can use three or four lines of code to extract text.
keras nlp pipeline textextracting transformer
Last synced: 06 Nov 2024
https://github.com/cdalvaro/machine-learning-notebooks
📚 Set of Jupyter Notebooks with different kind of machine learning topics
clustering keras machine-learning machine-learning-algorithms machine-learning-tutorials neural-networks random-forest support-vector-machines
Last synced: 05 Nov 2024
https://github.com/qubvel/template
Template for data science project based on Docker and Jupyter server with Keras/Pytorch
docker jupyter-notebook keras pytorch
Last synced: 28 Oct 2024
https://github.com/mattbui/dd_qnet
A Double Dueling Deep Q learning model for turtle bot to navigate in custom gym-gazebo maze
double-dqn dueling-dqn keras qlearning
Last synced: 23 Oct 2024
https://github.com/koji/ictrainer
image classifier train program
cli image-classification keras machine-learning pypi-packages python tensorflow tool
Last synced: 14 Oct 2024
https://github.com/itzalver/basenet-api
A simple way to build ML models with Keras and Tensorflow as base frameworks.
api deep-learning keras machine-learning python ray tensorflow
Last synced: 10 Oct 2024
https://github.com/imdeepmind/hocrox
Hocrox: An image preprocessing and augmentation library with Keras like interface.
computer-vision deep-learning image-processing keras machine-learning opencv python
Last synced: 11 Oct 2024
https://github.com/haidousm/fine
an artificial neural network framework built from scratch using just Python and Numpy
convolutional-neural-networks keras neural-network numpy python scratch-implementation
Last synced: 14 Oct 2024
https://github.com/impetus-udes/rule4ml
Resource Utilization and Latency Estimation for ML on FPGA.
fpga hls keras machine-learning neural-network onnx prediction python pytorch regression-models
Last synced: 10 Oct 2024
https://github.com/omarsar/emotion_recognition_tensorflow
Deep Learning Based Emotion Recognition With TensorFlow
deep-learning emotion-recognition keras nlp rnn tensorflow
Last synced: 13 Oct 2024
https://github.com/anuragmishracse/smart_image_classifier
Image Classification library built on top of Keras. Identifies the best set of hyperparameters and train a classification model accordingly, hence, smart.
deep-learning hyperparameter-tuning image-classification keras neural-network tensorflow
Last synced: 14 Oct 2024
https://github.com/storopoli/solving-captchas
Tensorflow Keras CNN to solve Captchas
captcha computer-vision keras keras-tensorflow tensorflow
Last synced: 12 Oct 2024
https://github.com/anwai98/loss-functions
Different Loss Function Implementations in PyTorch and Keras
binary-crossentropy combo-loss deep-learning dice-loss focal-loss focal-tversky-loss iou jaccard-loss keras lovasz-hinge-loss pytorch tversky-loss
Last synced: 25 Oct 2024
https://github.com/kautenja/keras-pyramid-pooling-module
An implementation of the Pyramid Pooling Module as a Keras layer.
Last synced: 13 Oct 2024
https://github.com/mgefimov/colorizer
black & white photo colorizer
coreml coreml-framework coreml-vision keras swift
Last synced: 11 Oct 2024
https://github.com/Eric-Canas/Drums-app
Play drums in your browser with your webcam
browser-game computer-vision deep-learning keras music-generation neural-network tensorflow-js
Last synced: 23 Oct 2024
https://github.com/eric-canas/drums-app
Play drums in your browser with your webcam
browser-game computer-vision deep-learning keras music-generation neural-network tensorflow-js
Last synced: 06 Nov 2024
https://github.com/yahiakr/kerasga
A simple and easy-to-use implementation of Genetic Algorithm for Keras neural network models.
genetic-algorithm keras neural-network
Last synced: 11 Oct 2024
https://github.com/flippchen/porscheinsight-carclassification-ai
Training and Evaluation of porsche car classification models
deep-learning image-classification keras machine-learning
Last synced: 13 Oct 2024
https://github.com/avishreekh/chest-x-ray-abnormality-classification
This projects aims to detect abnormalities in chest X-rays using methods in Deep Learning.
deep-learning keras medical-imaging
Last synced: 11 Oct 2024
https://github.com/benjs/hourglass_networks
tf.keras implementation of "Toward fast and accurate human pose estimation via soft-gated skip connections" by Bulat et al. and "Stacked Hourglass Networks for Human Pose Estimation" by Newell et al.
bulat hourglass-network human-pose-estimation keras newell soft-gated-skip-connections stacked-hourglass-networks tensorflow
Last synced: 23 Oct 2024
https://github.com/flakas/bubble-shooter-bot
Tensorflow and Q-Learning based Python bot for the Bubble Shooter flash game
bot bubble-shooter keras opencv python q-learning reinforcement-learning tensorflow
Last synced: 13 Oct 2024
https://github.com/NarainKrishnamurthy/BeatGAN2.0
AI Drums:
generative-adversarial-network generative-audio generative-model generative-music keras machine-learning tensorflow
Last synced: 01 Aug 2024
https://github.com/avidlearnerinprogress/tensorflow-basics
101's regarding Tensorflow
convolutional-neural-networks deep-learning keras mnist tensorflow
Last synced: 11 Oct 2024
https://github.com/imsanjoykb/detect-and-count-vehicles
Detect and Count Vehicles
computer-vision deeplearning image-classification keras neural-networks pytorch tensorflow vehicle-counter vehicle-detection
Last synced: 12 Oct 2024
https://github.com/stared/stable-diffusion-keras-m1-gpu
Stable diffusion image generation with KerasCV for Macbook M1 GPU
gpu keras m1 m1-mac stable-diffusion tensorflow
Last synced: 18 Oct 2024
https://github.com/matteobettini/stock-market-prediction-2020
This is the the final project of the course: L330 Data Science: principles and practice at the University Of Cambridge. The task for this project is stock market prediction using a diverse set of variables. In particular, given a dataset representing days of trading in the NASDAQ Composite stock market, our aim is to predict the daily movement of the market up or down conditioned on the values of the features in the dataset over the previous N (trading) days.
classification cnn keras lstm mlp neural-networks sklearn stock-market stock-market-prediction tensorflow
Last synced: 06 Nov 2024
https://github.com/progamergov/pytorch-old-tensorflow-models
Models from Tensorflow and Keras converted to PyTorch
inception inception-v1 inception-v3 inception5h inception5h-pytorch inceptionv1 inceptionv3 keras keras-tensorflow mmdnn model-zoo pytorch pytorch-model-zoo pytorch-models tensorflow
Last synced: 05 Nov 2024
https://github.com/sayakpaul/consistency-training-with-supervision
Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".
computer-vision consistency-regularization keras robustness-experiments tensorflow
Last synced: 28 Oct 2024
https://github.com/deepmancer/tweet-disaster-detection
fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .
bert bert-fine-tuning classification fine-tuning huggingface-transformers keras keras-tensorflow natural-language-processing nlp scikit-learn tensorflow tensorflow2 tokenizer transformers
Last synced: 02 Nov 2024
https://github.com/huangy22/deep_learning
The course works from Andrew Ng's Deep Learning Specialization at Coursera.
convolutional-neural-networks deep-learning keras lstm-neural-networks recurrent-neural-networks
Last synced: 11 Oct 2024
https://github.com/valaydave/mnist-experiments-with-metaflow
Experimentation Of different deep learning models for classification of digits on a MNIST dataset using Metaflow
deeplearning keras metaflow tensorflow
Last synced: 13 Oct 2024
https://github.com/gaborvecsei/barlow-twins
Clean Tensorflow 2 Implementation of the Barlow Twins self-supervised learning method
embeddings keras python self-supervised-learning semi-supervised-learning tensorflow tensorflow2
Last synced: 11 Oct 2024
https://github.com/mikeroyal/keras-guide
Keras Guide
deep-learning keras keras-neural-networks keras-tensorflow machine-learning
Last synced: 24 Oct 2024
https://github.com/ar4ikov/sentimentfilter
Быстрая и удобная библиотека для оценки тональности текста с использованием нейросети
cnn-keras cnn-text-classification filter keras lstm open-source sentiment sentiment-analysis tensorflow
Last synced: 30 Oct 2024
https://github.com/florianwoelki/climate_change
This jupyter notebook is for visualising the climate change in the years from 1750 to 2015.
climate-change data-analytics jupyter keras machine-learning python tensorflow
Last synced: 14 Oct 2024
https://github.com/burakahmet/deeplearning.ai-tensorflow-developer-professional-certificate
Quizzes and assignment submissions for DeepLearning.AI TensorFlow Developer Professional Certificate program
artificial-neural-networks cnn computer-vision convolutional-neural-networks coursera deep-learning deep-neural-networks deeplearning image-classification image-processing keras learning-notes machine-learning natural-language-processing neural-network neural-networks recurrent-neural-networks rnn tensorflow tensorflow-tutorials
Last synced: 10 Oct 2024
https://github.com/sayakpaul/ccd-ahm-2022
Contains my code and deck for Cloud Community Days Ahmedabad 2022.
deployment docker gcp keras onnx tensorflow vertex-ai vision
Last synced: 28 Oct 2024
https://github.com/ascvorcov/z80-ddqn
Implementation of Double Dueling Q-Network with prioritized experience replay learning to play zx-spectrum games
convolutional-neural-networks ddqn keras plaidml z80 z80-emulator zx-spectrum
Last synced: 24 Oct 2024
https://github.com/fdch/dreamsound
An adaptation of the Deep Dream project into an audio-based musical context
audio keras music python tensorflow
Last synced: 11 Oct 2024
https://github.com/imdeepmind/rateprediction
Rate Prediction using Amazon Review Dataset and Deep Learning
amazon-review-dataset deep-learning keras lstm machine-learning nlp python rate-prediction recurrent-neural-network recurrent-neural-networks sentiment-analysis
Last synced: 28 Oct 2024
https://github.com/denismurphy/gru-coreml
CoreML compatible GRU neural network for dynamic prediction
coreml coremltools educational gated-recurrent-unit gru ios keras nuralnetwork python swift tensorflow
Last synced: 06 Nov 2024
https://github.com/sayannath/blood-cell-detection-tfod-2.0
Using TensorFlow Object Detection API to detect blood cells
blood-cells detection efficient-det keras medical-diagnosis medical-image-processing object-detection tensorflow tfod tfod-api
Last synced: 24 Oct 2024
https://github.com/rik-sarkar-07/codes
This is My Main Repository
algorithms-and-data-structures c cnn cpp deep-learning java keras machine-learning nuralnetwork py tensorflow
Last synced: 18 Oct 2024
https://github.com/eshansurendra/cell_anomaly_detection_using_autoencoders
This repository offers a TensorFlow-based anomaly detection system for cell images using adversarial autoencoders, capable of identifying anomalies even in contaminated datasets. Check out our code, pretrained models, and papers for more details.
anomaly-detection autoencoder deep-learning h5 keras kernel-density-estimation machine-learning neural-network tensorflow
Last synced: 12 Oct 2024
https://github.com/metriccoders/ai-studio
AI Studio by Metric Coders: A No-Code Software to train, download and deploy Large Language Models.
ai-studio artificial-intelligence generative-ai keras langchain large-language-models llm machine-learning natural-language-processing nlp python python3 scikit-learn tensorflow
Last synced: 27 Oct 2024
https://github.com/markdouthwaite/xanthus
Neural recommendation models in Python, using Tensorflow 2.0 & Keras.
data-science deep-learning keras neural-collaborative-filtering neural-networks python recommendation-system recommender-system tensorflow
Last synced: 11 Oct 2024
https://github.com/tobybreckon/python-cnn-tools-test
a set of simple tools to check if we have TensorFlow, Keras and PyTorch setup correctly to use GPU
gpu keras opencv pytorch tensorflow
Last synced: 27 Oct 2024
https://github.com/timofurrer/hslu-pren-digit-cnn
Convolutional Neural Network to recognize digits used in the PREN class @ HSLU
cnn digit-recognition hslu keras machine-learning pren tensorflow
Last synced: 30 Oct 2024
https://github.com/ytakzk/gan-dcgan-for-keras
Simple GAN model for Keras
dcgan deep-learning gan goodfellow keras machine-learning ml mnist neural-network
Last synced: 14 Oct 2024
https://github.com/ayulockin/deepgenerativemodeling
Towards Generative Modeling from (variational) Autoencoder to DCGAN
autoencoder autoencoder-architecture keras keras-tensorflow vae vae-gan vae-implementation
Last synced: 28 Oct 2024
https://github.com/sayakpaul/keras-examples-randaugment
Full experimentation notebook for my Keras Example on using RandAugment.
computer-vision imgaug keras randaugment robustness tensorflow
Last synced: 28 Oct 2024
https://github.com/bettercallshao/gangengo
Generate fake snapshots of a GO game using GAN.
colab dcgan gan go go-game jupyter-notebook keras pipenv python
Last synced: 15 Oct 2024
https://github.com/abhilash1910/datahour_diffusion
Presentation of the session on Diffusion Principles on behalf of Analytics Vidhya datahour. Youtube: https://www.youtube.com/watch?v=DIdbsfzK7IUtube:
autoencoders clip diffusion keras tensorflow
Last synced: 13 Oct 2024
https://github.com/manfreddiaz/deep-docker
Dockerfile for creating a docker image with default configurations for Deep Learning tasks
cuda-toolkit deep-learning docker docker-image keras opencv3 pytorch tensorflow
Last synced: 07 Nov 2024
https://github.com/soumik12345/gpt
A minimal implementation of Generative Pre-Training or GPT
deep-learning gpt-2 keras nlp openai tensorflow
Last synced: 24 Oct 2024
https://github.com/logeshwaran-ks/medicinal-plants-detection-using-deep-learning
Identification of Medicinal Plants Using Xception
deep-learning detection keras matplotlib medicinal-plants model pickle tensorflow xception-model
Last synced: 10 Oct 2024
https://github.com/offchan42/honnet
🤖 Deep learning predicts who would win in a HoN match given heroes of both team
convolutional-neural-networks deep-learning game heroes-of-newerth hon keras neural-networks
Last synced: 29 Oct 2024
https://github.com/abhilash1910/transformers-workshop
Transformers Workshop on behalf of ML India. Contains resource notebook for training/inferring large scale transformer models for different downstream task
bert distilbert electra gpt2 keras t5 tf2 torch transformers
Last synced: 13 Oct 2024
https://github.com/anastassia-b/machine-learning
💡Compilation of notes + implementations of neural networks using Keras and TensorFlow
deep-learning keras machine-learning tensorflow
Last synced: 20 Oct 2024
https://github.com/royalbhati/keras-imageclassification
Image classification using keras with tensorflow as backend
cnn-keras computer-vision computervision keras keras-classification-models keras-examples keras-image-classifier keras-neural-networks keras-tensorflow keras-tutorials python python3
Last synced: 13 Oct 2024
https://github.com/rcmalli/polimi-dl-project
Polimi Deep Learning PHD Course 2018 Project
deeplearning depth-estimation keras tensorflow
Last synced: 23 Oct 2024
https://github.com/d3lm/deep-reinforcement-learning
Deep Reinforcement Learning for playing Snake
deep-learning keras machine-learning reinforcement-learning snake-game
Last synced: 11 Oct 2024
https://github.com/thelastframe/capsule-network-keras
A Capsule Network implementation in pure Keras running on Tensorflow 2.0
ai image-classification image-recognition keras keras-classification-models keras-implementations keras-models keras-neural-networks keras-tensorflow machine-learning-algorithms python tensorflow tensorflow-models tensorflow2
Last synced: 26 Sep 2024
https://github.com/yashkant/pnas-binary-nets
Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.
automl binarized-neural-networks keras neural-architecture-search tensorflow-experiments
Last synced: 03 Nov 2024
https://github.com/facundoq/tmeasures
The Transformational Measures (TM) library allows neural network researchers to evaluate the invariance and equivariance of their models with respect to a set of transformations. Support for Pytorch (current) and Tensorflow/Keras (coming).
equivariance invariance keras measure neural-networks python python3 pytorch tensorflow variance
Last synced: 11 Oct 2024
https://github.com/rid17pawar/fashionapparelclassification-webapp
A web application for classifying clothing photos uploaded by users. It makes use of a deep learning model which is deployed using FastAPI. Achieved 85% accuracy in classifying images.
cnn-keras cnn-model fastapi image-classification keras keras-models keras-neural-networks neural-network react reactjs
Last synced: 12 Oct 2024
