Applied research projects spanning healthcare, agriculture, public health, and more.
Detectron2 is Facebook AI Research's next generation library that provides state-of-the-art detection and segmentation algorithms. It is the successor of Detectron and maskrcnn-benchmark. It supports a number of computer vision…
Welcome to AirSim AirSim is a simulator for drones, cars and more, built on Unreal Engine (we now also have an experimental Unity release). It is open-source, cross platform, and…
ECG Heartbeat Predictor Usage Download the ECG5000 dataset and place it into datasets/ECG5000/!files! wget http://www.timeseriesclassification.com/Downloads/ECG5000.zip unzip ECG5000.zip pip install -r requirements.txt run training/testing script (ex: python ./1/train_1_ECG5000.py)
Multiple Instance Learning (MIL) ExamplesThis tutorial contains a baseline method of Multiple Instance Learning (MIL) classification from Whole Slide Images (WSI). The dataset is from Prostate cANcer graDe Assessment (PANDA)…
iSyntax ConverterPython tool that uses Philips' SDK to write slides in an intermediary raw format.Requirements* Python 3.6+ * Philips iSyntax SDK (https://www.openpathology.philips.com)The iSyntax SDK __must__ be downloaded separately from…
raw2ometiff converter =====================Java application to convert a directory of tiles to an OME-TIFF pyramid. This is the second half of iSyntax/.mrxs => OME-TIFF conversion.Requirements ============Java 8 or later is…