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: 2024-12-26 00:11:41 UTC
- JSON Representation
https://github.com/DwangoMediaVillage/keras_compressor
Model Compression CLI Tool for Keras.
deep-learning keras machine-learning model-compression
Last synced: 29 Nov 2024
https://github.com/zfturbo/keras-inference-time-optimizer
Optimize layers structure of Keras model to reduce computation time
Last synced: 18 Dec 2024
https://github.com/akimach/gestureai-coreml-ios
Hand-gesture recognition on iOS app using CoreML
coreml coremltools deep-learning deep-neural-networks demo ios ios11 keras machine-learning rnn swift
Last synced: 20 Dec 2024
https://github.com/maxpumperla/scalphagozero
An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)
artificial-intelligence deep-learning deep-reinforcement-learning dl4j keras python scala
Last synced: 01 Nov 2024
https://github.com/krystianity/keras-serving
bring keras-models to production with tensorflow-serving and nodejs + docker :pizza:
cpp docker grpc keras network neuronal nodejs production python serving tensorflow
Last synced: 27 Oct 2024
https://github.com/smoke-trees/voice-synthesis
This repository is an implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis (SV2TTS) with a vocoder that works in real-time. SV2TTS is a three-stage deep learning framework that allows to create a numerical representation of a voice from a few seconds of audio, and to use it to condition a text-to-speech model trained to generalize to new voices.
keras pytorch-implementation speech-to-text sv2tts tensorflow voice-cloning voice-synthesis
Last synced: 22 Nov 2024
https://github.com/flming/crnn.tf2
Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2
crnn ctc keras ocr scene-text-recognition tensorflow-lite tensorflow2 tf2
Last synced: 12 Nov 2024
https://github.com/FLming/CRNN.tf2
Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2
crnn ctc keras ocr scene-text-recognition tensorflow-lite tensorflow2 tf2
Last synced: 03 Nov 2024
https://github.com/rishit-dagli/fast-transformer
An implementation of Fastformer: Additive Attention Can Be All You Need, a Transformer Variant in TensorFlow
artificial-intelligence attention-mechanism deep-learning keras machine-learning tensorflow transformers
Last synced: 26 Dec 2024
https://github.com/titu1994/keras-coordconv
Keras implementation of CoordConv for all Convolution layers
Last synced: 20 Dec 2024
https://github.com/alexattia/SimpsonRecognition
Detect and recognize The Simpsons characters using Keras and Faster R-CNN
classification convolutional-neural-networks detection keras recognition simpsons
Last synced: 27 Nov 2024
https://github.com/aitorzip/vpilot
Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.
cnn deep-learning gtav keras lstm self-driving-car
Last synced: 06 Nov 2024
https://github.com/alexandervnikitin/tsgm
Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)
augmentations data-augmentation data-science datasets deep-learning generative-model keras machine-learning python synthetic-data synthetic-time-series tensorflow2 time-series vae
Last synced: 25 Dec 2024
https://github.com/hwchong/MNIST_DRAW
This is a sample project demonstrating the use of Keras (Tensorflow) for the training of a MNIST model for handwriting recognition using CoreML on iOS 11 for inference.
coreml ios ios11 keras mnist objective-c tensorflow
Last synced: 27 Nov 2024
https://github.com/taipingeric/yolo-v4-tf.keras
A simple tf.keras implementation of YOLO v4
computer-vision keras keras-model object-detection python tensorflow tensorflow2 yolo yolov4
Last synced: 27 Oct 2024
https://github.com/chen0040/keras-face
face detection, verification and recognition using Keras
deepface face-verification facenet keras
Last synced: 16 Dec 2024
https://github.com/hamelsmu/Seq2Seq_Tutorial
Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence
Last synced: 29 Oct 2024
https://github.com/hamelsmu/seq2seq_tutorial
Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence
Last synced: 27 Oct 2024
https://github.com/hhhrrrttt222111/ds_and_ml_projects
Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.
data-science data-visualization hacktoberfest keras keras-tensorflow knn-classification linear-regression logistic-regression machine-learning machine-learning-algorithms matplotlib naive-bayes-classifier opencv python scikit-learn seaborn tensorflow
Last synced: 14 Dec 2024
https://github.com/fotisk07/Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
ai backpropagation backpropagation-learning-algorithm cnn-classification cnn-for-visual-recognition deep-learning deep-neural-networks deeplearning-ai gradient-descent jupyter-notebook keras keras-neural-networks lstm-neural-networks matplotlib music-generation neural-network numpy-tutorial poetry-generator rnn tensorflow
Last synced: 27 Nov 2024
https://github.com/micah5/pyAudioClassification
🎶 dead simple audio classification
audio-classification audio-processing keras neural-network
Last synced: 22 Nov 2024
https://github.com/micah5/pyaudioclassification
🎶 dead simple audio classification
audio-classification audio-processing keras neural-network
Last synced: 01 Nov 2024
https://github.com/yusugomori/deeplearning-tf2
Deep learning model zoo with TensorFlow 2.X (& Keras)
deep-learning keras tensorflow tensorflow2
Last synced: 07 Nov 2024
https://github.com/sayakpaul/maxim-tf
Implementation of MAXIM in TensorFlow.
all-mlp computer-vision conv deblurring dehazing denoising deraining enhancement gmlp keras tensorflow
Last synced: 01 Nov 2024
https://github.com/AlirezaShamsoshoara/Fire-Detection-UAV-Aerial-Image-Classification-Segmentation-UnmannedAerialVehicle
Aerial Imagery dataset for fire detection: classification and segmentation (Unmanned Aerial Vehicle (UAV))
classification dataset dnn fire imagery keras segmentation tensorflow uav
Last synced: 10 Nov 2024
https://github.com/titu1994/mobilenetworks
Keras implementation of Mobile Networks
imagenet keras mobilenets neural-network tensorflow
Last synced: 27 Oct 2024
https://github.com/titu1994/keras-adabound
Keras implementation of AdaBound
Last synced: 27 Oct 2024
https://github.com/jesperdramsch/keras-complex
Keras-Tensorflow implementation of complex-valued convolutional neural networks
cnn complex complex-numbers convolutional-neural-networks deep-learning keras keras-tensorflow neural-network tensorflow
Last synced: 29 Sep 2024
https://github.com/sayakpaul/supervised-contrastive-learning-in-tensorflow-2
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
computer-vision contrastive-learning deep-learning keras representation-learning supervised-contrastive-learning tensorflow
Last synced: 01 Nov 2024
https://github.com/cyberzhg/keras-gpt-2
Load GPT-2 checkpoint and generate texts
gpt-2 keras language-model nlp
Last synced: 27 Sep 2024
https://github.com/wmylxmj/YOLO-V3-IOU
YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19
anime cnn computer-vision deep-learning iou keras object-detection real-time yolo yolov3
Last synced: 09 Nov 2024
https://github.com/pinto0309/keras-oneclassanomalydetection
[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.
anomaly-detection caffe cnn grad-cam keras mobilenetv2 onnx openvino pytorch raspberrypi tensorflow
Last synced: 01 Nov 2024
https://github.com/gusgad/capsule-GAN
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
capsnet capsule-network gan generative-adversarial-network keras python
Last synced: 28 Oct 2024
https://github.com/vjgpt/face-and-emotion-recognition
Realtime person's face recognize and can classify emotion using webcam, video or images.
dlib emotion emotion-recognition face face-recognition keras opencv
Last synced: 24 Nov 2024
https://github.com/stared/keras-sequential-ascii
ASCII summary for simple sequential models in Keras
ascii convnet deep-learning keras keras-visualization sequential-models
Last synced: 19 Dec 2024
https://github.com/hzwer/nips2017-learningtorunace
2nd place solution of NIPS2017 LearningToRun Competition.
deep-learning keras reinforcement-learning
Last synced: 15 Nov 2024
https://github.com/hzwer/NIPS2017-LearningToRunACE
2nd place solution of NIPS2017 LearningToRun Competition.
deep-learning keras reinforcement-learning
Last synced: 09 Nov 2024
https://github.com/CVxTz/medical_image_segmentation
Medical image segmentation ( Eye vessel segmentation)
convolutional-neural-networks keras medical-imaging segmentation
Last synced: 15 Nov 2024
https://github.com/andrewekhalel/edafa
Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.
augmentation classification computer-vision keras pytorch segmentation super-resolution tensorflow wrapper
Last synced: 18 Dec 2024
https://github.com/zfturbo/segmentation_models_3d
Set of models for segmentation of 3D volumes
3d-segmentation 3d-semantic-segmentation keras segmentation
Last synced: 23 Dec 2024
https://github.com/garyli1019/pointnet-keras
Keras implementation for Pointnet
classification deep-learning keras point-cloud pointnet segmentation
Last synced: 29 Nov 2024
https://github.com/chakki-works/chariot
Deliver the ready-to-train data to your NLP model.
keras natural-language-processing preprocessing python tensorflow
Last synced: 25 Dec 2024
https://github.com/ahundt/robotics_setup
Setup Ubuntu 18.04, 16.04 and 14.04 with machine learning and robotics software plus user configuration. Includes ceres tensorflow ros caffe vrep eigen cudnn and cuda plus many more.
bash bash-script ceres-solver deep-learning eigen grl install keras linux python robot robotics ros setup tensorflow ubuntu ubuntu1404 ubuntu1604 vrep zsh
Last synced: 21 Nov 2024
https://github.com/gcarq/keras-timeseries-prediction
Time series prediction with Sequential Model and LSTM units
keras lstm machine-learning prediction regression-models
Last synced: 27 Oct 2024
https://github.com/anmspro/ai-for-medicine-specialization
AI for Medicine Specialization - Coursera offered by deeplearning.ai
ai ai-for-medical-diagnosis ai-for-medical-prognosis ai-for-medical-treatment ai-for-medicine ai-for-medicine-coursera aiformedicine andrew-ng artificial-intelligence coursera coursera-ai-for-medicine coursera-deep-learning deeplearning deeplearning-ai keras sklearn
Last synced: 10 Oct 2024
https://github.com/albertaparicio/tfg-voice-conversion
Deep Learning-based Voice Conversion system
deep-learning deep-neural-networks gplv3 keras numpy python speaker speech speech-processing tensorflow voice-conversion
Last synced: 27 Oct 2024
https://github.com/autoviml/deep_autoviml
Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
autokeras automl data-science deep-learning gcp keras machine-learning mlflow mljar pycaret python tensorflow tensorflow2 tpot
Last synced: 23 Dec 2024
https://github.com/lonepatient/deep_learning_for_computer_vision_with_python
Deep Learning For Computer Vision With Python
cnn computer-vision cv deep-learning keras python
Last synced: 06 Nov 2024
https://github.com/declare-lab/contextual-utterance-level-multimodal-sentiment-analysis
Context-Dependent Sentiment Analysis in User-Generated Videos
keras lstm lstm-neural-networks multimodal-interactions multimodal-sentiment-analysis sentiment-analysis
Last synced: 08 Nov 2024
https://github.com/dlab-berkeley/R-Deep-Learning
Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization
biomedical cloudml deep-learning keras nlp tensorflow
Last synced: 11 Nov 2024
https://github.com/yingkaisha/keras-vision-transformer
The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET
keras swinunet tensorflow transformer vision-transformer
Last synced: 19 Dec 2024
https://github.com/yu4u/dnn-watermark
Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.
deep-learning deep-neural-networks keras watermak
Last synced: 29 Oct 2024
https://github.com/petronetto/docker-python-deep-learning
A container for Deep Learning with Python 3
deep-learning docker jupyter keras machine-learning matplotlib mxnet notebook numpy pandas pyhton3 pytorch scikit-learn tensorflow xgboost
Last synced: 16 Nov 2024
https://github.com/titu1994/keras-dualpathnetworks
Dual Path Networks for Keras 2.0+
deep-learning dpn dual-path-networks keras tensorflow
Last synced: 27 Oct 2024
https://github.com/zeta36/connect4-alpha-zero
Connect4 reinforcement learning by AlphaGo Zero methods.
alphago-zero connect4 keras reinforcement-learning tensorflow
Last synced: 01 Nov 2024
https://github.com/sudharsan13296/bitcoin-price-prediction-using-lstm
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network
bitcoin-price-prediction deep-learning deep-learning-tutorial deep-neural-networks keras lstm lstm-neural-networks recurrent-neural-networks rnn series tensorflow time-series-analysis
Last synced: 15 Nov 2024
https://github.com/titu1994/Keras-DualPathNetworks
Dual Path Networks for Keras 2.0+
deep-learning dpn dual-path-networks keras tensorflow
Last synced: 31 Oct 2024
https://github.com/glambard/adamw_keras
AdamW optimizer for Keras
adam adamw keras optimizer tensorflow
Last synced: 20 Nov 2024
https://github.com/titu1994/wide-residual-networks
Wide Residual Networks in Keras
deep-learning keras residual-networks wide
Last synced: 27 Oct 2024
https://github.com/topazape/lstm_chem
Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.
cheminformatics chemoinformatics denovo keras lstm machine-learning python3 rnn tensorflow2
Last synced: 07 Nov 2024
https://github.com/qubvel/residual_attention_network
Keras implementation of Residual Attention Network
Last synced: 01 Nov 2024
https://github.com/rodrigobressan/face2data
Face2Data: Extract meaningful information from a person face in less than a second. Powered by Keras and Flask.
face-recognition flask keras multi-output-networks utkface
Last synced: 06 Nov 2024
https://github.com/qubvel/tta_wrapper
Test Time image Augmentation (TTA) wrapper for Keras model.
augmentation image-classification image-segmentation keras tensorflow tta tta-wrapper
Last synced: 01 Nov 2024
https://github.com/lucaangioloni/proteinsecondarystructure-cnn
Protein Secondary Structure predictor using Convolutional Neural Networks
chain cnn cullpdb deep-learning keras machine-learning pdb protein-prediction protein-structure structure-prediction
Last synced: 01 Nov 2024
https://github.com/cscfi/machine-learning-scripts
Collection of scripts and tools related to machine learning
jupyter-notebooks keras machine-learning notebooks pytorch scikit-learn tensorflow
Last synced: 22 Dec 2024
https://github.com/deep-diver/keras-sd-serving
showing various ways to serve Keras based stable diffusion
deployment huggingface-endpoint keras keras-cv stable-diffusion
Last synced: 01 Nov 2024
https://github.com/duggalrahul/AlexNet-Experiments-Keras
Code examples for training AlexNet using Keras and Theano
convolutional-neural-networks deep-learning feature-extraction fine-tuning-cnns keras theano
Last synced: 27 Nov 2024
https://github.com/yizt/keras-ctpn
keras复现场景文本检测网络CPTN: 《Detecting Text in Natural Image with Connectionist Text Proposal Network》;欢迎试用,关注,并反馈问题...
ctpn deep-learning keras ocr text-detection
Last synced: 03 Nov 2024
https://github.com/guillaume-chevalier/hyperopt-keras-cnn-cifar-100
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
cnn cnn-keras hyperopt hyperparameter-optimization hyperparameter-search hyperparameter-tuning hyperparameters-optimization keras tensorflow
Last synced: 16 Nov 2024
https://github.com/ahkarami/great-deep-learning-books
A Great Collection of Deep Learning (e)Books
books convolutional-neural-networks deep-learning deep-neural-networks ebooks keras machine-learning mxnet natural-language-processing pytorch recurrent-neural-networks reinforcement-learning speech-processing tensorflow
Last synced: 23 Dec 2024
https://github.com/chhayac/machine-learning-notebooks
15+ Machine/Deep Learning Projects in Ipython Notebooks
cifar-10 ipython-notebook iris iris-dataset keras keras-neural-networks keras-tensorflow linear-regression machine-learning multivariate-regression notebook tensorflow tensorflow-models
Last synced: 12 Nov 2024
https://github.com/brannondorsey/keras_weight_animator
Save keras weight matrices as short animated videos during training
deep-learning keras machine-learning neural-network video visualization
Last synced: 13 Nov 2024
https://github.com/21-projects-for-deep-learning/MyBook
cnn deeplearning deeplearningbook gan keras lstm rnn tensorflow
Last synced: 27 Oct 2024
https://github.com/AiAiHealthcare/ProjectAiAi
AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.
charity convolutional-neural-networks ct-scans cxr-lungs deep-learning dicom fda keras lung-cancer lung-cancer-detection postero-anterior pytorch radiologist radiology scikit-image teleradiology tensorflow tuberculosis x-ray
Last synced: 20 Nov 2024
https://github.com/rubenszimbres/repo-2016
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
autoencoder deep-learning face-recognition keras lasagne lstm lstm-neural-networks mathematica natural-language-processing nlp nlp-machine-learning python python-3 python3 rstats theano theano-models time-series-analysis timeseries word2vec
Last synced: 07 Nov 2024
https://github.com/jfsantos/keras-tutorial
Tutorial teaching the basics of Keras and some deep learning concepts
Last synced: 16 Dec 2024
https://github.com/amadeusitgroup/moire-pattern-detection
cnn computer-vision keras moire-pattern python wavelet-decomposition
Last synced: 10 Nov 2024
https://github.com/totti0223/deep_learning_for_biologists_with_keras
tutorials made for biologists to learn deep learning
agriculture biologists deep-learning deeplearning keras plant-science tutorial
Last synced: 30 Oct 2024
https://github.com/ugis22/analysing_twitter
Stream Tweets and store them in a relational DB. Perform sentiment analysis and network interaction.
avenger keras network-graph postgresql-database python sentiment-analysis tweepy tweets
Last synced: 15 Nov 2024
https://github.com/larq/zoo
Reference implementations of popular Binarized Neural Networks
binarized-neural-networks deep-learning keras larq machine-learning neural-networks pretrained-models python reproducible-research tensorflow
Last synced: 10 Nov 2024
https://github.com/mdietrichstein/yolo-tiny-v1-mobile
Yolo for Android and iOS - Mobile Deep Learning Object Detection in Realtime written in Kotlin and Swift
android computer-vision deep-learning deep-neural-networks ios keras keras-tensorflow mobile tensorflow
Last synced: 07 Dec 2024
https://github.com/gfreewind/kernel_net_chart
It is the skb path of Linux kernel
Last synced: 25 Nov 2024
https://github.com/metal3d/keras-video-generators
Keras generators to generate sequences from videos as input
keras keras-generators machine-learning machinelearning python3 tensorflow
Last synced: 25 Dec 2024
https://github.com/sayakpaul/convnext-tf
Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.
computer-vision convolutional-neural-networks efficient-models imagenet-1k imagenet-21k keras tensorflow
Last synced: 01 Nov 2024
https://github.com/titu1994/batchrenormalization
Batch Renormalization algorithm implementation in Keras
batch-renormalization deep-learning keras keras-layer
Last synced: 27 Oct 2024
https://github.com/katanaml/katana-assistant
Text based assistant powered by Machine Learning and NLP
javascript jupyter-notebook keras machine-learning neural-network python tensorflow
Last synced: 13 Nov 2024
https://github.com/monk1337/various-attention-mechanisms
This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras
attention attention-lstm attention-mechanism attention-mechanisms attention-model attention-network bahdanau-attention hierarchical-attention keras luong-attention multi-head-attention pytorch scaled-dot-product-attention self-attention sentence-attention
Last synced: 24 Nov 2024
https://github.com/mzaradzki/factorization-machine-for-prediction
Factorization Machine for regression and classification
keras machine-learning python pytorch theano
Last synced: 01 Dec 2024
https://github.com/solidglue/deep_learning_tensorflow2_examples
深度学习TensorFlow2入门指南。Deep Learning TensorFlow2 API and Examples with Python3 and Jupyter Notebook.
jupyter-notebook keras tensorflow-api tensorflow-examples tensorflow2
Last synced: 12 Nov 2024
https://github.com/Shathe/MNasNet-Keras-Tensorflow
A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
architecture-search deep-learning eager-execution keras mnasnet tensorflow
Last synced: 31 Oct 2024
https://github.com/alireza-akhavan/rnn-notebooks
RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)
deep-learning gru jupyter-notebook keras lstm rnn tensorflow2
Last synced: 05 Dec 2024
https://github.com/artificialintelligencetoolkit/conx
The On-Ramp to Deep Learning
cntk deep-learning keras neural-network python tensorflow theano
Last synced: 26 Sep 2024
https://github.com/xv44586/toolkit4nlp
transformers implement (architecture, task example, serving and more)
Last synced: 19 Dec 2024
https://github.com/ajinkyat/cnn_intent_classification
CNN for intent classification task in a Chatbot
chatbot cnn intent-classification keras sentence-classification text-classification
Last synced: 25 Dec 2024
https://github.com/gentaiscool/lstm-attention
Attention-based bidirectional LSTM for Classification Task (ICASSP)
attention attention-mechanism classification emotion-recognition keras lstm stress-detection tensorflow
Last synced: 08 Nov 2024