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WorldCereal / classification-docker

Docker image creation for classification
Apache License 2.0
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Global Cropland production v2 - Missing realm 8 model #68

Closed savmickael closed 1 year ago

savmickael commented 2 years ago

The production failed on the tiles which are covered by the realm 8 due to the fact that this one is not provided on VITO artifactory.

Example of log return by the production: 04QFJ_block_6_error.log

savmickael commented 2 years ago

@agrosu1978 if possible can you provide the list of tiles with this error please

agrosu1978 commented 2 years ago

@agrosu1978 if possible can you provide the list of tiles with this error please

It is not possible to have a list with tiles impacted by this error. Moreover, the process of classification is still running as we speak, so there may be more in the end

savmickael commented 2 years ago

It is not possible to have a list with tiles impacted by this error. Moreover, the process of classification is still running as we speak, so there may be more in the end

as discuss by mail we need to handle this type of return error to track that in the db

kvantricht commented 2 years ago

As discussed, we do not have sufficient training data to train dedicated Realm 8 model. We need to choose another realm model and copy it over as if it were a Realm 8 model. It does not require a new release from wc-classification, but probably it does require a new Docker image. What we can do on our end is place a so-called Realm 8 model on the Artifactory which will then be downloaded and added to the new Docker image. Do we need to work on that and ping you once it's done?

kvantricht commented 1 year ago

This should have been fixed already in earlier release. Realm 8 is covered by Artifactory.