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52 commits

Author SHA1 Message Date
Starbeamrainbowlabs f9df19cfd5
dlr: next of several typos 2023-03-09 19:34:45 +00:00
Starbeamrainbowlabs 96eae636ea
dir: add missing functions to .load() custom objs 
apparently metrics are also required to be included here...
 2023-03-09 19:26:57 +00:00
Starbeamrainbowlabs ad52ae9241
dir: also plot inputs 2023-03-09 19:13:25 +00:00
Starbeamrainbowlabs 436ab78438
dlr: when predicting, also display heatmap 
...of positive predictions
 2023-03-09 18:54:28 +00:00
Starbeamrainbowlabs 0734201107
dlr: tf graph changes 2023-03-03 22:44:49 +00:00
Starbeamrainbowlabs e9dcbe3863
dlr: fixup 2023-03-03 22:09:05 +00:00
Starbeamrainbowlabs 5c6789bf40
meaniou: implement one-hot version 
it expects sparse, but our output is one-hot.
 2023-03-03 22:04:21 +00:00
Starbeamrainbowlabs 3d051a8874
dlr: HACK: argmax to convert [64,128,128, 2] → [64,128,128] 2023-03-03 21:41:26 +00:00
Starbeamrainbowlabs 94a32e7144
dlr: fix metrics 2023-03-03 20:37:22 +00:00
Starbeamrainbowlabs c7f96ab6ab
dlr: typo 2023-03-03 20:23:03 +00:00
Starbeamrainbowlabs 06f956dc07
dlr: default LOSS, EPOCHS, and PREDICT_COUNT to better values 
Ref recent experiments
 2023-03-03 20:17:08 +00:00
Starbeamrainbowlabs b435cc54dd
dlr: add sensitivity (aka recall) and specificity metrics 2023-03-03 20:00:05 +00:00
Starbeamrainbowlabs d464c9f57d
dlr: add dice loss as metric 
more metrics to go tho
 2023-03-03 19:34:55 +00:00
Starbeamrainbowlabs f70083bea4
dlr eo: set custom_objects when loading model 2023-03-01 17:19:10 +00:00
Starbeamrainbowlabs 4fd9feba4f
dlr eo: tidyup 2023-03-01 16:47:36 +00:00
Starbeamrainbowlabs 69b5ae8838
dlr eo: this should fix it 2023-02-23 17:24:30 +00:00
Starbeamrainbowlabs 9f1cee2927
dlr eo: cheese it by upsampling and then downsampling again 2023-02-23 16:47:00 +00:00
Starbeamrainbowlabs 7bcf13f8d8
dlr: typo 2023-01-16 18:02:09 +00:00
Starbeamrainbowlabs 0b31c9e700
log start time, end time, and elapsed 
just in case...!
 2023-01-16 17:30:20 +00:00
Starbeamrainbowlabs 82e01da70b
fixup.... again 
oops
 2023-01-13 18:47:29 +00:00
Starbeamrainbowlabs 7b10f5c5fe
dlr: add learning_rate env var 2023-01-13 18:29:39 +00:00
Starbeamrainbowlabs be77f035c8
dlr: add cross-entropy + dice loss fn option 2023-01-13 17:58:00 +00:00
Starbeamrainbowlabs b2a5acaf4e
dlr dsm: clash 2023-01-13 17:26:38 +00:00
Starbeamrainbowlabs 3c4d1c5140
dlr: Add support for stripping isolated water pixels 
That is, water pixels that have no other water pixels immediately adjacent thereto (diagonals count).
 2023-01-13 16:57:26 +00:00
Starbeamrainbowlabs 2edfb1a21f
dlr predict: comment debug 2023-01-12 19:20:22 +00:00
Starbeamrainbowlabs 176dc022a0
add moar env vars 2023-01-12 18:54:39 +00:00
Starbeamrainbowlabs 0d41bbba94
dlr predict: output with higher quality 2023-01-12 18:43:48 +00:00
Starbeamrainbowlabs 1b5bb14d8f
dlr: debug 2023-01-12 18:35:29 +00:00
Starbeamrainbowlabs 20f7d34fd1
fixup 2023-01-12 18:21:20 +00:00
Starbeamrainbowlabs c0c6e81c01
dlr predict: allow for multiple outputs 2023-01-12 18:12:50 +00:00
Starbeamrainbowlabs 864dfa802d
dlr/predict typo 2023-01-12 18:03:06 +00:00
Starbeamrainbowlabs 0140e93bbd
dlr: trying a thing 2023-01-12 18:00:16 +00:00
Starbeamrainbowlabs e1666026ad
dlr/predict: let's try another way 2023-01-12 17:56:59 +00:00
Starbeamrainbowlabs e7c0328648
typo 2023-01-12 16:58:23 +00:00
Starbeamrainbowlabs 376eecc29f
dlr: try plotting the label too 
https://www.youtube.com/watch?v=03qwgVJbNas
 2023-01-12 16:13:04 +00:00
Starbeamrainbowlabs be7dd91f88
fix crash 'cause we're only plotting 1 thing 2023-01-11 17:41:55 +00:00
Starbeamrainbowlabs 3787155665
dlr: we can't plot the input tensor because it has 8 channels rather than 1 or 3 2023-01-11 17:39:14 +00:00
Starbeamrainbowlabs 373dda03b5
missing comma 2023-01-11 17:28:13 +00:00
Starbeamrainbowlabs a69c809008
dlr: slurm, load checkpoint 2023-01-11 17:26:57 +00:00
Starbeamrainbowlabs 93e663e45d
add optional PATH_CHECKPOINT env var 2023-01-11 17:20:19 +00:00
Starbeamrainbowlabs 0e3de8f5fc
dlr: fix predictions 2023-01-10 19:19:30 +00:00
Starbeamrainbowlabs 4b7df39fac
bugfix 2023-01-09 18:25:16 +00:00
Starbeamrainbowlabs 581006cbe6
dlr: save checkpoints 2023-01-09 18:03:23 +00:00
Starbeamrainbowlabs 36859746ff
dlr: fix crash 2023-01-06 17:13:35 +00:00
Starbeamrainbowlabs 67b8a2c6c0
spaces → spaces 2023-01-05 19:17:44 +00:00
Starbeamrainbowlabs 56a501f8a9
weights="imagenet" only works with 3 image channels 2023-01-05 19:09:31 +00:00
Starbeamrainbowlabs 4563fe6b27
dpl: fix moar crashes 2023-01-05 19:03:44 +00:00
Starbeamrainbowlabs 6a4f68a055
missing import 2023-01-05 18:26:33 +00:00
Starbeamrainbowlabs 0d4cc63b76
dl rainfall: fix env var name 2023-01-05 17:42:20 +00:00
Starbeamrainbowlabs dd79fb6e68
fixup 2023-01-05 17:09:09 +00:00