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segmentation_models qubvel

1.0k

4.6k

mit

92

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Created 2018-06-05

205 commits to master branch, last one about a year ago

awesome-tensorflow-lite margaretmz

175

1.1k

apache-2.0

61

An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.

Created 2020-01-29

224 commits to main branch, last one 2 years ago

keras-idiomatic-programmer GoogleCloudPlatform

280

806

other

64

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

vgg dcgan keras senet automl resnet resnext densenet xception inception mobilenet shufflenet squeezenet autoencoder deep-learning keras-tutorials siamese-network machine-learning tensorflow-keras

This repository has been archived (exclude archived)

Created 2019-03-13

1,922 commits to master branch, last one 3 years ago

satellite-Image-Semantic-Segmentation-Unet-Tensorflow-keras ashishpatel26

24

88

mit

2

Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock

unet unet-keras unet-tensorflow tensorflow-keras tensorflow2-unet unet-segmentation keras-segmentation semantic-segmentation unet-image-segmentation keras-semantic-segmentation tensorflow2-image-segmentation

Created 2020-11-23

25 commits to main branch, last one 3 years ago

multi-label-classification zheng-yuwei

24

84

mit

2

基于tf.keras的多标签多分类模型

ghm radam mixnet python3 resnext resnet-18 resnet-v2 focal-loss tensorflow tensorflow-keras multi-label-classification

Created 2019-10-25

7 commits to master branch, last one 4 years ago

transformers-keras luozhouyang

13

74

apache-2.0

5

Transformer-based models implemented in tensorflow 2.x(using keras).

ner bert albert simcse tensorflow-keras sequence-labeling question-answering text-classification token-classification masked-language-models sequence-classification

Created 2019-05-06

338 commits to master branch, last one 2 years ago

keras-swa simon-larsson

13

62

mit

6

Simple stochastic weight averaging callback for Keras

swa keras tensorflow deep-learning tensorflow-keras stochastic-weight-averaging

Created 2019-10-01

101 commits to master branch, last one 2 years ago

keras-hypetune cerlymarco

14

59

mit

5

A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.

keras tf-keras tensorflow deep-learning tensorflow-keras tuning-parameters hyperparameter-optimization

Created 2020-09-13

23 commits to master branch, last one 2 years ago

handson_ml_2nd libingallin

23

49

unknown

2

Note for Aurélien Géron's 2019 book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition"

keras python3 tensorflow2 tensorflow-keras

Created 2019-12-30

120 commits to master branch, last one 2 years ago

tf_keras_gradcamplusplus samson6460

6

41

apache-2.0

6

tensorflow.keras implementation of gradcam and gradcam++

keras gradcam tensorflow tensorflow2 deeplearning deep-learning neural-network neural-networks tensorflow-keras gradcam-plus-plus

Created 2020-05-20

14 commits to master branch, last one about a year ago

prostateMR_3D-CAD-csPCa DIAGNijmegen

6

39

unknown

6

Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow...

seresnet mri-images unetplusplus attention-unet prostate-cancer tensorflow-keras probabilistic-unet attention-mechanisms computer-aided-detection computer-aided-diagnosis

This repository has been archived (exclude archived)

Created 2021-01-19

186 commits to main branch, last one 2 years ago