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Production Training Cycle for 2.15
#118
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alexshepard
opened
3 months ago
alexshepard
commented
3 months ago
[ ] pick a data export and bless as release version
[ ] do same with taxon range evals
[ ] download export and taxon range files
[ ] delete unneeded photos from previous training run
[ ] download validation photos
[ ] download training photos
[ ] make cleaned train and validation exports
[ ] train CV model
[ ] train geo model
[ ] make thresholds for geomodel
[ ] evaluate geomodel & thresholds using taxon range eval files
[ ] evaluate models against previous release
[ ] share models, thresholds, eval metric CSV artifacts to smilax NFS drive
[ ] release to staging
[ ] discuss with team approval to release
[ ] release publicly
[ ] write & publish announcement blog post
alexshepard
commented
3 months ago
train geo model inner node, generate thresholds, eval