Ecosyste.ms: Awesome

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

Awesome Lists | Featured Topics | Projects

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/rkcosmos/deepcut

A Thai word tokenization library using Deep Neural Network

deep-learning deep-neural-networks keras keras-tensorflow python segmentation tensorflow thai

Last synced: 29 Dec 2024

https://github.com/baldassarrefe/deep-koalarization

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

colorization convolutional-neural-networks deep-learning inception-resnet keras tensorflow

Last synced: 30 Dec 2024

https://github.com/mjdietzx/SimGAN

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

deep-learning gan generative-adversarial-network keras machine-learning neural-networks simulated-unsupervised-learning simulations tensorflow

Last synced: 27 Nov 2024

https://github.com/miroblog/deep_rl_trader

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

deep-reinforcement-learning keras keras-rl trading

Last synced: 29 Oct 2024

https://github.com/rcmalli/keras-squeezenet

SqueezeNet implementation with Keras Framework

deeplearning keras squeezenet tensorflow

Last synced: 25 Dec 2024

https://github.com/BenWhetton/keras-surgeon

Pruning and other network surgery for trained Keras models.

deep-learning keras network-surgery pruning

Last synced: 28 Oct 2024

https://github.com/titu1994/keras-squeeze-excite-network

Implementation of Squeeze and Excitation Networks in Keras

deep-learning keras squeeze-excite

Last synced: 30 Dec 2024

https://github.com/skylark0924/machine-learning-is-all-you-need

๐Ÿ”ฅ๐ŸŒŸใ€ŠMachine Learning ๆ ผ็‰ฉๅฟ—ใ€‹: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!๐Ÿ’ช This repository is ALL You Need!

actor-critic convolutional-neural-networks ddpg decision-trees deep-reinforcement-learning dqn gan k-nearest-neighbours keras logistic-regression lstm naive-bayes-classifier ppo pytorch qlearning random-forest resnet support-vector-machine tensorflow trpo

Last synced: 29 Dec 2024

https://github.com/kermitt2/delft

a Deep Learning Framework for Text https://delft.readthedocs.io/

deep-learning keras ner nlp sequence-labeling text-classification

Last synced: 26 Dec 2024

https://github.com/titu1994/inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

deep-learning inception-resnet keras paper

Last synced: 30 Dec 2024

https://github.com/titu1994/Inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

deep-learning inception-resnet keras paper

Last synced: 31 Oct 2024

https://github.com/Ma-Dan/keras-yolo4

A Keras implementation of YOLOv4 (Tensorflow backend)

keras object-detection yolov4

Last synced: 09 Nov 2024

https://github.com/operatorai/modelstore

๐Ÿฌ modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

data-science keras machine-learning mlops modelstore python-library pytorch s3-storage scikit-learn tensorflow transformer

Last synced: 29 Dec 2024

https://github.com/onnx/keras-onnx

Convert tf.keras/Keras models to ONNX

keras onnx subclassing tensorflow

Last synced: 30 Sep 2024

https://github.com/krasserm/face-recognition

Deep face recognition with Keras, Dlib and OpenCV

deep-learning face-recognition keras machine-learning

Last synced: 29 Dec 2024

https://github.com/tensorflow/cloud

The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

cloud gcp keras tensorflow

Last synced: 28 Dec 2024

https://github.com/ptyadana/data-science-and-machine-learning-projects-dojo

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

boosting-algorithms data-analysis data-science data-visualization deep-learning keras machine-learning machine-learning-algorithms natural-language-processing pandas probability-statistics scikit-learn seaborn tensorflow

Last synced: 23 Dec 2024

https://github.com/cyberzhg/keras-transformer

Transformer implemented in Keras

attention decoder encoder keras transformer translation

Last synced: 29 Sep 2024

https://github.com/neuromorphicprocessorproject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 25 Dec 2024

https://github.com/mratsim/amazon-forest-computer-vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 24 Dec 2024

https://github.com/mratsim/Amazon-Forest-Computer-Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 15 Nov 2024

https://github.com/NeuromorphicProcessorProject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 09 Nov 2024

https://github.com/bhky/opennsfw2

Keras implementation of the Yahoo Open-NSFW model

image-classification image-preprocessing jax keras nsfw-classifier tensorflow2

Last synced: 27 Dec 2024

https://github.com/hnarayanan/artistic-style-transfer

Convolutional neural networks for artistic style transfer.

convolutional-neural-networks keras talk tensorflow tutorial-code

Last synced: 25 Dec 2024

https://github.com/quantylab/rltrader

ํŒŒ์ด์ฌ๊ณผ ์ผ€๋ผ์Šค๋ฅผ ์ด์šฉํ•œ ๋”ฅ๋Ÿฌ๋‹/๊ฐ•ํ™”ํ•™์Šต ์ฃผ์‹ํˆฌ์ž - ํ€€ํŠธ ํˆฌ์ž, ์•Œ๊ณ ๋ฆฌ์ฆ˜ ํŠธ๋ ˆ์ด๋”ฉ์„ ์œ„ํ•œ ์ตœ์ฒจ๋‹จ ํ•ด๋ฒ• ์ž…๋ฌธ (๊ฐœ์ •ํŒ)

deep-learning keras python pytorch reinforcement-learning tensorflow

Last synced: 27 Dec 2024

https://github.com/israelg99/deepvoice

Deep Voice: Real-time Neural Text-to-Speech

deep-learning keras machine-learning phonemes voice

Last synced: 06 Nov 2024

https://github.com/ybabakhin/kaggle_salt_bes_phalanx

Winning solution for the Kaggle TGS Salt Identification Challenge.

deep-learning image-segmentation keras pseudo-labeling pytorch semantic-segmentation u-net

Last synced: 29 Dec 2024

https://github.com/mkocabas/pose-residual-network

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

deep-learning deep-neural-networks eccv eccv-2018 keras pose-estimation python tensorflow

Last synced: 24 Dec 2024

https://github.com/nyandwi/modernconvnets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 24 Dec 2024

https://github.com/Nyandwi/ModernConvNets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 13 Nov 2024

https://github.com/karolzak/keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

deep-learning deep-neural-networks deeplearning image-segmentation keras keras-tensorflow satellite-imagery segmentation semantic-segmentation u-net unet unet-image-segmentation unet-keras

Last synced: 27 Dec 2024

https://github.com/faustomorales/vit-keras

Keras implementation of ViT (Vision Transformer)

computer-vision keras

Last synced: 29 Dec 2024

https://github.com/adalca/neurite

Neural networks toolbox focused on medical image analysis

brain convolutional-neural-networks keras medical-image-computing medical-imaging python tensorflow

Last synced: 14 Nov 2024

https://github.com/jacobgil/keras-cam

Keras implementation of class activation mapping

deep-learning deep-learning-visualization keras visualization

Last synced: 25 Dec 2024

https://github.com/bbuf/keras-semantic-segmentation

Keras-Semantic-Segmentation

enet icnet keras mobilenet segnet

Last synced: 24 Dec 2024

https://github.com/oswaldoludwig/Seq2seq-Chatbot-for-Keras

This repository contains a new generative model of chatbot based on seq2seq modeling.

chatbot conversational-agents deep-learning dialogue dialogue-generation gan generative-adversarial-network glove keras nlp seq2seq

Last synced: 02 Nov 2024

https://github.com/yashk2810/image-captioning

Image Captioning using InceptionV3 and beam search

beam-search cnn image-captioning keras lstm tensorflow

Last synced: 24 Dec 2024

https://github.com/yashk2810/Image-Captioning

Image Captioning using InceptionV3 and beam search

beam-search cnn image-captioning keras lstm tensorflow

Last synced: 27 Nov 2024

https://github.com/kengz/openai_lab

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

actor-critic ddpg deep-reinforcement-learning experiment keras openai policy-gradient reinforcement-learning tensorflow

Last synced: 25 Dec 2024

https://github.com/machine-learning-apps/issue-label-bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 29 Sep 2024

https://github.com/machine-learning-apps/Issue-Label-Bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 25 Oct 2024

https://github.com/cyberzhg/keras-radam

RAdam implemented in Keras & TensorFlow

adam keras optimizers radam rectified-adam tensorflow

Last synced: 27 Sep 2024

https://github.com/CyberZHG/keras-radam

RAdam implemented in Keras & TensorFlow

adam keras optimizers radam rectified-adam tensorflow

Last synced: 05 Nov 2024

https://github.com/yongzhuo/macadam

Macadamๆ˜ฏไธ€ไธชไปฅTensorflow(Keras)ๅ’Œbert4kerasไธบๅŸบ็ก€๏ผŒไธ“ๆณจไบŽๆ–‡ๆœฌๅˆ†็ฑปใ€ๅบๅˆ—ๆ ‡ๆณจๅ’Œๅ…ณ็ณปๆŠฝๅ–็š„่‡ช็„ถ่ฏญ่จ€ๅค„็†ๅทฅๅ…ทๅŒ…ใ€‚ๆ”ฏๆŒRANDOMใ€WORD2VECใ€FASTTEXTใ€BERTใ€ALBERTใ€ROBERTAใ€NEZHAใ€XLNETใ€ELECTRAใ€GPT-2็ญ‰EMBEDDINGๅตŒๅ…ฅ; ๆ”ฏๆŒFineTuneใ€FastTextใ€TextCNNใ€CharCNNใ€BiRNNใ€RCNNใ€DCNNใ€CRNNใ€DeepMojiใ€SelfAttentionใ€HANใ€Capsule็ญ‰ๆ–‡ๆœฌๅˆ†็ฑป็ฎ—ๆณ•; ๆ”ฏๆŒCRFใ€Bi-LSTM-CRFใ€CNN-LSTMใ€DGCNNใ€Bi-LSTM-LANใ€Lattice-LSTM-Batchใ€MRC็ญ‰ๅบๅˆ—ๆ ‡ๆณจ็ฎ—ๆณ•ใ€‚

bert embedding keras ner python3 relation-extraction sequence-labeling tensorflow text-classification

Last synced: 29 Dec 2024

https://github.com/xiaochus/MobileNetV2

A Keras implementation of MobileNetV2.

cnn image-classification keras mobilenetv2

Last synced: 31 Oct 2024

https://github.com/stratospark/keras-multiprocess-image-data-generator

Accelerating Deep Learning with Multiprocess Image Augmentation in Keras

deep-learning keras multiprocessing tensorflow

Last synced: 05 Nov 2024

https://github.com/sozykin/dlpython_course

ะŸั€ะธะผะตั€ั‹ ะดะปั ะบัƒั€ัะฐ "ะŸั€ะพะณั€ะฐะผะผะธั€ะพะฒะฐะฝะธะต ะณะปัƒะฑะพะบะธั… ะฝะตะนั€ะพะฝะฝั‹ั… ัะตั‚ะตะน ะฝะฐ Python"

deep-learning deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials python tensorflow tensorflow-tutorials

Last synced: 30 Dec 2024

https://github.com/titu1994/snapshot-ensembles

Snapshot Ensemble in Keras

deep-learning ensemble-model keras paper

Last synced: 27 Dec 2024

https://github.com/nicolov/segmentation_keras

DilatedNet in Keras for image segmentation

caffe deeplearning keras segmentation tensorflow

Last synced: 05 Nov 2024

https://github.com/minimaxir/reactionrnn

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

deep-learning keras r sentiment-analysis tensorflow

Last synced: 23 Dec 2024

https://github.com/awslabs/keras-apache-mxnet

[DEPRECATED] Amazon Deep Learning's Keras with Apache MXNet support

apache-mxnet deep-learning keras keras-mxnet keras-neural-networks keras-tutorials mxnet python

Last synced: 27 Nov 2024

https://github.com/chen0040/keras-text-summarization

Text summarization using seq2seq in Keras

keras seq2seq text-summarization

Last synced: 24 Dec 2024

https://github.com/fsx950223/mobilenetv2-yolov3

yolov3 with mobilenetv2 and efficientnet

darknet53 efficientnet keras mobilenetv2 tensorflow tf2 yolov3

Last synced: 30 Dec 2024

https://github.com/titu1994/keras-non-local-nets

Keras implementation of Non-local Neural Networks

convolutional-neural-networks keras neural-network non-local

Last synced: 29 Dec 2024

https://github.com/afshinea/keras-data-generator

Template for data generator in Keras

data-generator keras

Last synced: 26 Dec 2024

https://github.com/1044197988/Semantic-segmentation-of-remote-sensing-images

้ฅๆ„Ÿๅ›พๅƒ็š„่ฏญไน‰ๅˆ†ๅ‰ฒ๏ผŒๅŸบไบŽๆทฑๅบฆๅญฆไน ๏ผŒๅœจTensorflowๆก†ๆžถไธ‹๏ผŒๅˆฉ็”จTF.Keras๏ผŒ่ฟ่กŒ็ŽฏๅขƒTF2.0+

crf image-segmentation iou keras loss semantic-segmentation tensorflow unet

Last synced: 13 Nov 2024

https://github.com/Media-Smart/volksdep

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

acceleration deploy inference jetson-nano jetson-tx2 jetson-xavier keras onnx python pytorch tensorflow tensorrt

Last synced: 14 Nov 2024

https://github.com/yu4u/mixup-generator

An implementation of "mixup: Beyond Empirical Risk Minimization"

data-augmentation deep-neural-networks generator keras mixup

Last synced: 26 Dec 2024

https://github.com/boat-group/fancy-nlp

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

bert bert-chinese bert-classifier bert-embeddings bert-ner bilstm-crf bimpm chinese-nlp crf esim keras named-entity-recognition nlp python-library semantic-similarity tensorflow text-classification tf2

Last synced: 28 Dec 2024

https://github.com/rickiepark/hg-mldl

<ํ˜ผ์ž ๊ณต๋ถ€ํ•˜๋Š” ๋จธ์‹ ๋Ÿฌ๋‹+๋”ฅ๋Ÿฌ๋‹>์˜ ์ฝ”๋“œ ์ €์žฅ์†Œ์ž…๋‹ˆ๋‹ค.

deep-learning keras machine-learning scikit-learn tensorflow

Last synced: 28 Dec 2024

https://github.com/yangboz/lotteryprediction

:full_moon_with_face: Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.

exploratory-data-analysis keras mine-data predictive-analytics scatter-plot series-analysis tensoflow time-series-analysis

Last synced: 30 Dec 2024

https://github.com/penny4860/Yolo-digit-detector

Implemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.

digit-detector keras svhn-dataset yolov2

Last synced: 09 Nov 2024

https://github.com/dvgodoy/deepreplay

Deep Replay - Generate visualizations as in my "Hyper-parameters in Action!" series!

callback deep-learning keras visualization-tools

Last synced: 28 Dec 2024

https://github.com/cool-rr/marley

A framework for multi-agent reinforcement learning.

ai hacktoberfest keras machine-learning python q-learning reinforcement-learning tensorflow

Last synced: 28 Dec 2024

https://github.com/hsankesara/deepresearch

This repository is the collection of research papers in Deep learning, computer vision and NLP.

computer-vision deep-learning keras machine-learning nlp nueral-networks python3 research-paper

Last synced: 27 Dec 2024

https://github.com/cool-RR/marley

A framework for multi-agent reinforcement learning.

ai hacktoberfest keras machine-learning python q-learning reinforcement-learning tensorflow

Last synced: 12 Nov 2024

https://github.com/zfturbo/keras-retinanet-for-open-images-challenge-2018

Code for 15th place in Kaggle Google AI Open Images - Object Detection Track

keras keras-retinanet object-detection pretrained-models

Last synced: 24 Dec 2024

https://github.com/drscotthawley/panotti

A multi-channel neural network audio classifier using Keras

audio-classification convolutional-neural-networks keras music-tagging neural-network tensorflow

Last synced: 10 Nov 2024

https://github.com/anuragmishracse/caption_generator

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

bleu-score captioning-images cnn image image-captioning keras lstm rnn tensorflow

Last synced: 26 Dec 2024

https://github.com/aipredict/ai-deployment

ๅ…ณๆณจAIๆจกๅž‹ไธŠ็บฟใ€ๆจกๅž‹้ƒจ็ฝฒ

deploy keras lightgbm mxnet onnx pmml pyspark pytorch scikit-learn spark-ml tensorflow xgboost

Last synced: 30 Oct 2024

https://github.com/xv44586/ccf_2020_qa_match

ccf 2020 qa match competition top1

bert ccf keras top1

Last synced: 25 Dec 2024

https://github.com/datacanvasio/hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

autodl automl enas evolutionary-algorithms hyperparameter-optimization hyperparameter-tuning keras mcts monte-carlo-tree-search nas nasnet neural-architecture-search reinforcement-learning

Last synced: 29 Dec 2024

https://github.com/bolunwang/backdoor

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

backdoor-attacks deep-learning keras python security trojan

Last synced: 02 Dec 2024

https://github.com/ofnote/tsalib

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)

deep-learning keras numpy pytorch tensor-shape tensorflow

Last synced: 30 Dec 2024