neuropoly / deep-active-learningLinks
Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)
☆38Updated 6 years ago
Alternatives and similar repositories for deep-active-learning
Users that are interested in deep-active-learning are comparing it to the libraries listed below
Sorting:
- Keras Implementation of Unet with EfficientNet as encoder☆48Updated 3 years ago
- Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ M…☆86Updated 6 years ago
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 3 years ago
- SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping☆104Updated 2 years ago
- Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands☆111Updated 5 years ago
- Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmen…☆60Updated 5 years ago
- PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images☆41Updated 3 years ago
- This page is for A Survey on Deep Learning of Small Sample in Biomedical Image Analysis.☆28Updated 5 years ago
- A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss☆32Updated 6 years ago
- Segmenting WSIs using Deep Convolutional Neural Networks☆19Updated 7 years ago
- Kaggle 83rd Place (Top 3%) Solution☆18Updated 6 years ago
- Active Deep Learning for Medical Imaging Segmentation☆280Updated 2 years ago
- Capsule Networks and Convolutional Neural Networks for the Automated Segmentation of Left Atrium in Cardiac MRI☆22Updated 5 years ago
- 3rd place solution for RSNA pneumonia detection challenge☆84Updated 6 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆56Updated 2 years ago
- This is the official Pytorch implementation of "Lung Segmentation from Chest X-rays using Variational Data Imputation", Raghavendra Selva…☆44Updated 2 years ago
- This repository corresponds to the evaluation code used for the REFUGE challenge. Please, use it as a sanity check to verify that the for…☆15Updated 6 years ago
- ISBI2018: Adversarial Deep Structural Networks for Mammographic Mass Segmentation https://arxiv.org/abs/1612.05970☆50Updated 3 years ago
- A tensorflow implementation of WNet for unsupervised image segmentation on PASCAL VOC 2012 dataset☆68Updated 4 years ago
- Build U-Nets for segmentation from pre-trained TorchVision models.☆91Updated 6 years ago
- 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
- Class Activation Map using Keras☆81Updated 7 years ago
- RSNA Intracranial Hemorrhage Detection☆128Updated last year
- Notebooks and scripts for making submissions to the CheXpert Competition☆41Updated 6 years ago
- Volumetric MRI brain tumor segmentation using autoencoder regularization☆48Updated 2 years ago
- Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data☆83Updated 3 years ago
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Updated 5 years ago
- 4th place solution for 2018 Data Science Bowl kaggle competition☆46Updated 7 years ago
- 3rd of Task3 and 4th of Task4 of StructSeg2019 competition - MICCAI 2019☆19Updated 2 years ago
- Machine learning semantic segmentation - Random Forest, SVM, GBC☆101Updated 6 years ago