seresnet

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calmisential / Basic_CNNs_TensorFlow2

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

tensorflow image-classification image-recognition densenet resnet squeezenet resnext senet inception-resnet-v2 mobilenet-v2 seresnet shufflenet-v2 inception-v4 mobilenet-v1 tensorflow2 mobilenet-v3 efficientnet regnet

Updated Nov 24, 2021
Python

HiKapok / TF-SENet

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SE_ResNet && SE_ResNeXt with pretrained weights on ImageNet (SENet In TensorFlow)

tensorflow resnet weights resnext senet seresnet seresnext

Updated Apr 24, 2018
Python

DIAGNijmegen / prostateMR_3D-CAD-csPCa

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Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.

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

Updated Feb 11, 2022
Python

rohitgr7 / tvmodels

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Pytorch implementation of vision models.

python pytorch imagenet resnet transfer-learning pretrained-models resnext seresnet seresnext efficientnet efficientnet-pytorch

Updated Jun 1, 2021
Python

Sakib1263 / ResNet-ResNetV2-SEResNet-ResNeXt-SEResNeXt-1D-2D-Tensorflow-Keras

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Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Classification and Regression).

demo machine-learning deep-learning pipeline jupyter-notebook python3 resnet regression-models resnext 2d-convolution keras-tensorflow classification-model 1d-convolution seresnet seresnext tensorflow2

Updated Jan 27, 2022
Jupyter Notebook

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

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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

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