alejandrodebus/Pytorch-Utils

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Created over 6 years ago
Updated over 4 years ago

alejandrodebus/Pytorch-Utils

alejandrodebus

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Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.

SegNet

PyTorch implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation. Paper available in: https://arxiv.org/abs/1511.00561

Jupyter Notebook

sign_language_recognition

Sign Language Recognition with PyTorch and OpenCV

Jupyter Notebook

SpatioTemporalCNN_lvquan

Left ventricle quantification through spatio-temporal CNNs

Indices-Net

Own implementation of the Indices-Net model proposed in [Xue et al, 2017]. This code was written as a baseline to compare with my own model presented in STACOM 2018 [Debus and Ferrante, 2018].

Vehicle-Detection

Detection of vehicles using hog (histogram of oriented gradients) and hop (histogram of oriented phase)

Jupyter Notebook