alejandrodebus / Pytorch-UtilsLinks
Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.
☆67Updated 5 years ago
Alternatives and similar repositories for Pytorch-Utils
Users that are interested in Pytorch-Utils are comparing it to the libraries listed below
Sorting:
- Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow☆220Updated 4 years ago
- This is supplementary material for the manuscript: "Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Ne…☆32Updated 7 years ago
- PyTorch implementation of Mixed-Scale Dense Convolutional Neural Network (MS-D Net) for Image Analysis☆31Updated 7 years ago
- Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch☆93Updated 2 years ago
- ISBI2018: Adversarial Deep Structural Networks for Mammographic Mass Segmentation https://arxiv.org/abs/1612.05970☆50Updated 3 years ago
- Benchmarks on NIH Chest X-ray 14 dataset☆71Updated 7 years ago
- Extended Retinopathy Detection Challenge with the Regression Activation Map for visual explaination☆89Updated 8 years ago
- Code for reproducing the results of our paper on CNN-based medical image segmentation☆87Updated 7 years ago
- Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions☆68Updated 5 years ago
- Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands☆110Updated 5 years ago
- My repository for the Carvana Image Masking Challenge☆80Updated 7 years ago
- End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle☆58Updated 7 years ago
- Datasets, Transforms and Utilities specific to Biomedical Imaging☆110Updated 6 years ago
- Data Augmentation using NumPy☆57Updated 7 years ago
- Notebooks and scripts for making submissions to the CheXpert Competition☆41Updated 6 years ago
- This contains an implementation of the SeGAN model for semantic segmentation introduced in https://arxiv.org/pdf/1703.10239.pdf☆103Updated 6 years ago
- ☆35Updated 7 years ago
- 4th place solution for 2018 Data Science Bowl kaggle competition☆47Updated 6 years ago
- Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ M…☆85Updated 6 years ago
- Efficient Segmentation for Volumetric Data☆44Updated 6 years ago
- Our solution for ICIAR 2018 Grand Challenge☆193Updated 4 years ago
- Tensorflow implementation of 'Visual Feature Attribution using Wasserstein GANs'☆56Updated 2 years ago
- Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram …☆114Updated 7 years ago
- ☆95Updated 6 years ago
- unsupervised cell-level visual representation learning☆47Updated 6 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆142Updated 4 years ago
- To train deep convolutional neural networks, the input data and the activations need to be kept in memory. Given the limited memory avail…☆100Updated last year
- Implementation of DenseNet model on Standford's MURA dataset using PyTorch☆75Updated 7 years ago
- DeepMedic starter code in pytorch☆31Updated 7 years ago
- Convolutional AutoEncoder application on MRI images☆76Updated 7 years ago