51 commits

Author	SHA1	Message	Date
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
Starbeamrainbowlabs	c17e53ca75	deeplabv3+ for rainfall	2022-12-16 19:52:59 +00:00