Data from: Drones and convolutional neural networks facilitate automated and accurate cetacean species identification and photogrammetry

CNN Test Imagery and LabelsThis zip file includes the test images used for reported metrics along with the via_region_data.json label file that has the mask shapes in JSON format as needed for the neural network. Species specific .json files are also included.test.zipCNN Training Imagery and Labels Subset 1This zip file includes the first subset of training images used for training this CNN. This data is only subset for ease of upload and download but should be combined by the user on their local machine. The full label file for all training data is included with both subsets and is identical. That file "via_region_data.json" has the mask shapes in and species IDs in a JSON format as needed for the neural network.train_subset_1.zipCNN Training Imagery and Labels Subset 2This zip file includes the second subset of training images used for training this CNN. This data is only subset for ease of upload and download but should be combined by the user on their local machine. The full label file for all training data is included with both subsets and is identical. That file "via_region_data.json" has the mask shapes in and species IDs in a JSON format as needed for the neural network.train_subset_2.zipCNN Validation Imagery and LabelsThis zip file includes the validation images used for training this CNN. The label file for all validation data is included. That file "via_region_data.json" has the mask shapes in and species IDs in a JSON format as needed for the neural network.val.zip