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weiaicunzai / pytorch-cifar100

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Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

deep-learning pytorch image-classification densenet resnet squeezenet inceptionv3 googlenet resnext cifar100 mobilenet inceptionv4 shufflenet xception nasnet inception-resnet-v2
  • Updated Aug 27, 2019
  • Python

taehoonlee / tensornets

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Notes for different padding behaviors when `stride=2, padding='SAME'`

taehoonlee
taehoonlee commented Aug 31, 2018

The 2x down-sampling is one of the important operations in reference models. But, a convolution or a pooling with stride=2, padding='SAME' may result in different outputs over different deep learning libraries (e.g., TensorFlow, CNTK, Theano, Caffe, Torch, ...) due to their different padding behaviors.

For example (TensorNets syntax; but can be regarded as pseudo codes for other libraries),

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anjanatiha / Cancer-Detection-from-Microscopic-Tissue-Images-with-Deep-Learning

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Cancer Detection from Microscopic Images by Fine-tuning Pre-trained Models ("Inception") for new class labels

deep-learning keras medical-imaging image-classification image-recognition medical-image-computing convolutional-neural-network biomedical-image-processing keras-tensorflow medical-image-processing medical-application cancer-detection medical-image-analysis biomedical-applications nasnet-models nasnet biomedical-image-analysis microscopic-images nasnetmobile
  • Updated Mar 24, 2019
  • Jupyter Notebook

anjanatiha / Malaria-Parasite-Detection-in-Thin-Blood-Smear-Images-with-Convolutional-Neural-Networks

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Malaria Detection from Cell Images using Deep Learning - NasNetMobile Model

machine-learning deep-neural-networks computer-vision deep-learning medical-imaging image-classification image-recognition medical-image-computing convolutional-neural-network biomedical-image-processing medical-image-processing medical-application medical-image-analysis biomedical-applications nasnet biomedical-image-analysis nasnetmobile
  • Updated Apr 13, 2020
  • Jupyter Notebook

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