saking3/alaska_dead_trees
Alaskan Dead Tree Dataset Dataset Details This dataset consists of high resolution aerial images of forest from the Kenai peninsula area of Alaska taken by NASA Goddard's G-LiHT instrument. Pixel-wise annotations were created using k-means clustering augmented by a Gray Level Co-occurrence Matrix (GLCM). A value of 1 denotes a dead tree, and 0 denotes everything else. The masks and images were tiled into 256x256 pixel squares and paired together, then any empty… See the full description on the dataset page: https://huggingface.co/datasets/saking3/alaska_dead_trees.
Alaskan Dead Tree Dataset
Dataset Details
This dataset consists of high resolution aerial images of forest from the Kenai peninsula area of Alaska taken by NASA Goddard's G-LiHT instrument.
Pixel-wise annotations were created using k-means clustering augmented by a Gray Level Co-occurrence Matrix (GLCM). A value of 1 denotes a dead tree, and 0 denotes everything else. The masks and images were tiled into 256x256 pixel squares and paired together, then any empty masks (entirely 0 or 1) were removed.
Dataset Structure
The dataset is split into 3 subsets: training set, validation set, test set. The training set contains 1286 images, the validation set contains 653 images, and the test set contains 1286.