470 commits

Author	SHA1	Message	Date
Starbeamrainbowlabs	c909cfd3d1	fixup	2023-03-03 22:45:34 +00:00
Starbeamrainbowlabs	0734201107	dlr: tf graph changes	2023-03-03 22:44:49 +00:00
Starbeamrainbowlabs	750f46dbd2	debug	2023-03-03 22:39:30 +00:00
Starbeamrainbowlabs	5472729f5e	dlr: fixup argmax & y_true/y_pred	2023-03-03 22:37:36 +00:00
Starbeamrainbowlabs	bc734a29c6	y_true is one-hot, convert to sparse	2023-03-03 22:20:11 +00:00
Starbeamrainbowlabs	c7b577ab29	specificity: convert to plaintf	2023-03-03 22:16:48 +00:00
Starbeamrainbowlabs	26cc824ace	dlr: MeanIoU fixup	2023-03-03 22:10:49 +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	6ffda40d48	fixup	2023-03-03 21:54:45 +00:00
Starbeamrainbowlabs	9b13e9ca5b	dlr: fixup argmax first	2023-03-03 21:51:24 +00:00
Starbeamrainbowlabs	7453c607ed	argmax for sensitivity & specificity too	2023-03-03 21:49:33 +00:00
Starbeamrainbowlabs	8470aec996	dlr: fixup	2023-03-03 21:45:51 +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	483ecf11c8	add specificity metric	2023-03-03 19:35:20 +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	96b94ec55b	upsampling test	2023-02-23 16:19:44 +00:00
Starbeamrainbowlabs	e43274cd91	dlr eo: add VAL_STEPS_PER_EPOCH	2023-02-03 16:41:30 +00:00
Starbeamrainbowlabs	8446a842d1	typo	2023-02-03 16:01:54 +00:00
Starbeamrainbowlabs	1a8f10339a	LayerConvNeXtGamma: fix for mixed precision mode	2023-02-02 16:22:08 +00:00
Starbeamrainbowlabs	a630db2c49	dlr eo: fixup	2023-02-02 16:17:52 +00:00
Starbeamrainbowlabs	2bf1872aca	dlr eo: add JIT_COMPILE and MIXED_PRECISION	2023-02-02 16:14:09 +00:00
Starbeamrainbowlabs	71088b8c0b	typo	2023-02-02 15:48:49 +00:00
Starbeamrainbowlabs	f7666865a0	dlr eo: add STEPS_PER_EXECUTION	2023-02-02 15:47:08 +00:00
Starbeamrainbowlabs	f8202851a1	dlr eo: add LEARNING_RATE	2023-01-27 16:51:13 +00:00
Starbeamrainbowlabs	818d77c733	Make dirpath_rainfallwater consistent with other experiments	2023-01-20 20:31:26 +00:00
Starbeamrainbowlabs	e72d3991b8	switch to a smaller ConvNeXt	2023-01-20 19:14:38 +00:00
Starbeamrainbowlabs	e1ad16a213	debug A	2023-01-20 18:58:45 +00:00
Starbeamrainbowlabs	65a2e16a4c	ds_eo: lower memory usage	2023-01-20 18:55:52 +00:00
Starbeamrainbowlabs	b5e68fc1a3	eo: don't downsample ConvNeXt at beginning	2023-01-20 18:49:46 +00:00
Starbeamrainbowlabs	d5fdab50ed	dlreo: missing import	2023-01-20 18:40:35 +00:00
Starbeamrainbowlabs	4514086dc6	make_encoderonly: kwargs	2023-01-20 18:39:35 +00:00
Starbeamrainbowlabs	35dbd3f8bc	ds eo: scale up rainfall data ... It's taken most fo the afternoon to spot this one 🤦	2023-01-20 18:37:08 +00:00
Starbeamrainbowlabs	5b54ceec48	ds eo: debug	2023-01-20 18:36:14 +00:00
Starbeamrainbowlabs	a3787f0647	debug	2023-01-20 18:34:56 +00:00
Starbeamrainbowlabs	9bd5e0f7a3	ds_eo: debug ... there's something fishy going on here.	2023-01-20 17:25:22 +00:00
Starbeamrainbowlabs	aa3831bc4f	ds_eo: pass water to reshape	2023-01-17 19:07:16 +00:00
Starbeamrainbowlabs	a01c49414f	ds_eo: typo	2023-01-17 19:06:29 +00:00
Starbeamrainbowlabs	b9bea26d26	ds_eo: rogue variables	2023-01-17 19:03:14 +00:00
Starbeamrainbowlabs	a28bbb9cf7	encoderonly: make executable	2023-01-17 17:55:10 +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	1a4ac3ed66	encoderonly: add graph plotting	2023-01-13 19:08:38 +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	2f0ce0aa13	again	2023-01-13 18:27:03 +00:00
Starbeamrainbowlabs	e04d6ab1b6	fixup again	2023-01-13 18:23:32 +00:00
Starbeamrainbowlabs	37d1598b0b	loss cel+dice: fixup	2023-01-13 18:21:11 +00:00
Starbeamrainbowlabs	0f0b691b5d	loss cel + dice: fixup	2023-01-13 18:09:31 +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	ce1467461d	fixup	2023-01-13 16:47:52 +00:00
Starbeamrainbowlabs	0b676fa391	move shuffle to subdir	2023-01-13 16:47:35 +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	1958c4e6c2	encoderonly model: getting there	2023-01-09 19:33:41 +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	52cf66ca32	start working on a quick encoder test, but it's far from finished	2023-01-06 19:55:52 +00:00
Starbeamrainbowlabs	f080af0b57	identity test: plot binarised heightmap	2023-01-06 19:03:06 +00:00
Starbeamrainbowlabs	36859746ff	dlr: fix crash	2023-01-06 17:13:35 +00:00
Starbeamrainbowlabs	bcf198d47b	mono identity test: output	2023-01-06 17:08:18 +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	fefeb5d531	fix water depth fiddling	2023-01-05 19:01:20 +00:00
Starbeamrainbowlabs	46d1f5e4e0	dataset_mono: fix dataset parsing	2023-01-05 19:00:52 +00:00
Starbeamrainbowlabs	aca7b83a78	dataset_mono: fix sizing ... it didn't account for rainfall_scale_up	2023-01-05 18:38:47 +00:00
Starbeamrainbowlabs	19bb2fcac0	debug	2023-01-05 18:32:22 +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
Starbeamrainbowlabs	423e277ed1	add comment	2022-12-15 19:33:25 +00:00
Starbeamrainbowlabs	ef5071b569	DeepLabV3+: start working on version for rainfall radar, but it's not finished yet	2022-12-15 19:33:14 +00:00
Starbeamrainbowlabs	15a3150127	DeepLabV3+: close each matplotlib figure after writing it	2022-12-15 19:14:07 +00:00