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tensorflow-estimator

Here are 14 public repositories matching this topic...

guillaumegenthial / tf_metrics

Multi-class metrics for Tensorflow

metrics tensorflow recall f1 precision multiclass tensorflow-estimator

Updated Sep 20, 2022
Python

secsilm / understaing-datasets-estimators-tfrecords

Try to use tf.estimator and tf.data together to train a cnn model.

machine-learning deep-learning tensorflow cnn estimator tfrecords tensorflow-estimator tensorflow-datasets

Updated Jun 10, 2018
Jupyter Notebook

guillaumegenthial / tf-estimator-basics

Train, predict, export and reload a tf.estimator for inference

tensorflow tensorflow-serving tensorflow-estimator

Updated Nov 24, 2018
Python

anindox8 / Deep-Segmentation-Features-for-Weakly-Supervised-3D-Disease-Classification-in-Chest-CT

Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN architecture (DenseVNet, 3D Residual U-Net).

deep-learning convolutional-neural-networks multi-resolution weakly-supervised-learning resnet50 3d-classification tensorflow-estimator ct-imaging segmentation-features densevnet lung-disease feature-aggregation

Updated Oct 7, 2020
Python

gradient-accumulation-tf-estimator

hpandana / gradient-accumulation-tf-estimator

Gradient accumulation on tf.estimator

distributed tensorflow-estimator gradient-accumulation

Updated Dec 15, 2020
Python

zuston / raytf

Distributed Deep Learning Framework on Ray, including tensorflow/pytorch/mxnet

tensorflow ray distributed-tensorflow tensorflow-estimator tensorflow2 tensorflow-estimator-api tensorflow-on-ray ray-tensorflow ray-tf

Updated Mar 1, 2022
Python

deep0892 / ml_modeling

Updated Jul 2, 2021
Jupyter Notebook

gudongfeng / C3D-estimator-sagemaker

Tensorflow estimator implementation of the C3D network

tensorflow c3d sagemaker tensorflow-estimator

Updated Nov 3, 2018
Python

omidsakhi / tpu_glow

OpenAI Glow implementation for TPU/GPU

python tensorflow generative-model normalizing-flows tensorflow-gpu generative-models tpu tensorflow-estimator

Updated Sep 14, 2018
Python

anindox8 / Ensemble-of-Multi-Scale-CNN-for-3D-Brain-Segmentation

Fully supervised, multi-class 3D brain segmentation in T1 MRI using an ensemble of diverse CNN architectures (3D FCN, 3D U-Net) with multi-scale input.

deep-learning mri ensemble-learning convolutional-neural-networks brain 3d-segmentation tensorflow-estimator cyclic-learning-rate 3d-unet deepmedic 3d-fcn

Updated May 3, 2020
Python

anindox8 / 2D-RetinaNet-for-Prostate-Localization-in-mpMRI

Fully supervised, healthy/malignant prostate detection in multi-parametric MRI (T2W, DWI, ADC), using a modified 2D RetinaNet model for medical object detection, built upon a shallow SEResNet backbone.

deep-learning supervised-learning adc convolutional-neural-networks dwi prostate retinanet prostate-cancer tensorflow-estimator seresnet 2d-detection mri-data tensorflow-keras t2w

Updated Sep 30, 2020
Python

BGR360 / mnist-tensorflow

TensorFlow practice using the higher-level APIs

machine-learning tensorflow mnist estimator tensorflow-estimator

Updated May 16, 2018
Python

gmatasci / TensorFlowKerasIntro

Scripts to practice the basics of TF and Keras while building networks for image classification (CIFAR, MNIST).

tensorflow keras cnn mnist introduction cifar10 keras-tensorflow tensorflow-estimator

Updated Jan 23, 2019
Python

mmkamani7 / ResNet-Cifar

ResNet for CIFAR with Estimator API and tf.keras.Model class

python tensorflow resnet cifar cifar10 tensorflow-examples cifar100 tensorflow-estimator tensorflow-keras tensorflow-estimator-api

Updated Mar 2, 2019
Python

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