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:
- 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
- Keras Implementation of Unet with EfficientNet as encoder☆48Updated 3 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☆113Updated 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
- This page is for A Survey on Deep Learning of Small Sample in Biomedical Image Analysis.☆28Updated 5 years ago
- RSNA Intracranial Hemorrhage Detection☆128Updated last year
- A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss☆33Updated 6 years ago
- Implementation of DenseNet model on Standford's MURA dataset using PyTorch☆76Updated 7 years ago
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Updated 5 years ago
- 3rd place solution for RSNA pneumonia detection challenge☆84Updated 6 years ago
- Class Activation Map using Keras☆81Updated 7 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
- PyTorch reimplementation of GradCAM saliency method.☆26Updated 6 years ago
- 3rd of Task3 and 4th of Task4 of StructSeg2019 competition - MICCAI 2019☆19Updated 2 years ago
- CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet☆58Updated 5 years ago
- This is the official Pytorch implementation of "Lung Segmentation from Chest X-rays using Variational Data Imputation", Raghavendra Selva…☆44Updated 3 years ago
- Multi-Label Image Classification of Chest X-Rays In Pytorch☆70Updated 5 years ago
- PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images☆41Updated 3 years ago
- Segmenting WSIs using Deep Convolutional Neural Networks☆19Updated 7 years ago
- Notebooks and scripts for making submissions to the CheXpert Competition☆41Updated 6 years ago
- Kaggle 83rd Place (Top 3%) Solution☆19Updated 6 years ago
- Anomaly detection on X-Ray MURA dataset using GAN.☆50Updated 7 years ago
- Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions☆67Updated 5 years ago
- Composite architecture of SegNet and UNet for Semantic Segmentation with keras☆58Updated 5 years ago
- Deep Learning for Automatic Pneumonia Detection, RSNA challenge☆124Updated 2 weeks ago
- Capsule Networks and Convolutional Neural Networks for the Automated Segmentation of Left Atrium in Cardiac MRI☆23Updated 5 years ago
- Code for "Generative Image Translation for Data Augmentation in Colorectal Histopathology Images" full paper at ML4H Workshop at NeurIPS …☆72Updated 4 years ago
- Active Deep Learning for Medical Imaging Segmentation☆280Updated 2 years ago