Adrian Galdran (@agaldran)
github

agaldran

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Top repositories

1

lwnet

State-of-the-art retinal vessel segmentation with minimalistic models
Python
65
star
2

balanced_mixup

Repository for MICCAI 2021 paper Balanced-MixUp for Highly Imbalanced Medical Image Classification
Python
63
star
3

cost_sensitive_loss_classification

A straightforward mechanism to implement cost sensitive losses in pytorch
Python
42
star
4

UnderWater

Companion repository to the paper Automatic Red-Channel Underwater Image Restoration, by Galdran et al.
Python
32
star
5

amef_dehazing

AMEF - Artificial Multiple Exposure Fusion for Image Dehazing
MATLAB
30
star
6

uqinmia-miccai-2023

Repository associated to the UQinMIA Tutorial @ MICCAI 2023
Jupyter Notebook
22
star
7

a_v_uncertain

Code for our ISBI 2019 paper on Artery/Vein classification with uncertainty predictions
Python
20
star
8

mhml_calibration

Repository for the Multi-Head Multi-Loss Model Calibration paper
Python
6
star
9

torchvision_paired_transforms

Extension of torchvision-tramsforms to handle simultaneous transform of input and ground-truth when the latter is an image
Jupyter Notebook
5
star
10

non_uniform_label_smoothing

This repo holds a straightforward implementation of a Non-Uniform Label Smoothing regularization technique (N-ULS)
Jupyter Notebook
4
star
11

t3po

Open Set Histological Image Recognition
Python
3
star
12

justraigs

Our entry to the JustRAIGS challenge on justifiable glaucoma prediction
Jupyter Notebook
3
star
13

lesion_losses_ood

Python
2
star
14

calibration_tutorial

Jupyter Notebook
1
star
15

agaldran.github.io

Repository hosting research and teaching-related contents
HTML
1
star