Published January 12, 2025
| Version v1
Annotation collection
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Data and code for: "From underwater to drone: a novel multi-scale knowledge distillation approach for coral reef monitoring"
Description
# DATA
## input
This folder contains all the input files (aerial orthophotos, aerial annotations on the test set, aerial annotated tiles, underwater fine-scale predictions)
## output
This folder contains all the output files (aerial tiles, aerial predictions)
# CODE
## DinoVdeau
This folder contains the code used to train the underwater (fine-scale) deep-learning model and the aerial (medium-scale) deep-learning model
## drone-upscaling
This folder contains the code used to generate aerial annotations starting from underwaterpredictions
## predict_drone
This folder contains the code to make predictions with the aerial model on a test set or on unlabeled images