Assessing Natural Disaster Damage xView2 competition Posted on January 1, 2020 | 5 minutes | [Read More] xView2, natural-disaster, segmentation, recognition, Unet, Resnet, shapely, imantics, polygon
New Fastai to be Released A quick play with its APIs for segmentation with Unet Posted on November 23, 2019 | 13 minutes | [Read More] deep-learning, Kaggle, fastai2, segmentation, Unet, Transform, Pipeline,
Google Earth Engine Powerful tool for Earth data Posted on November 5, 2019 | 7 minutes | [Read More] gee, google-earth-engine, earth, javascript, NASA-spaceapps-challenge, rising-water, Mekong, melting-ice, Patagonia
A Shot of Numbers Single-Shot Detector on SVHN Posted on August 2, 2019 | 4 minutes | [Read More] SSD SVHN object-detection
A visual guide to the SSD loss function Bounding boxes, grid boxes, and anchor boxes. What are they really? Posted on July 24, 2019 | 9 minutes | [Read More] object detection single-shot detector SSD Pascal-VOC fastai deep learning