How did having 2 extra bits of resolution in OLI2 vs OLI (Operational Land Imager) affect the training process of the foundation model?
#16
by
hyzhak
- opened
How did having 2 extra bits of resolution in OLI2 vs OLI (Operational Land Imager) affect the training process of the foundation model?
Note: Based on https://www.earthdata.nasa.gov/sensors/oli OLI2 has 14bits vs 12bits for OLI.
For finetuning, this should not make any difference. The model will adapt to the type of data you will provide. If there are major differences, it make take a little bit longer to converge.