58 commits

Author	SHA1	Message	Date
Starbeamrainbowlabs	00917b2698	dataset_mono: log shapes	2022-11-11 19:02:43 +00:00
Starbeamrainbowlabs	54ae88b1b4	in this entire blasted project I have yet to get the rotation of anything correct....!	2022-11-11 18:58:45 +00:00
Starbeamrainbowlabs	a7a475dcd1	debug 2	2022-11-11 18:38:07 +00:00
Starbeamrainbowlabs	481eeb3759	mono: fix dataset preprocessing ... rogue dimension	2022-11-11 18:31:27 +00:00
Starbeamrainbowlabs	8ac5159adc	dataset_mono: simplify param passing, onehot+threshold water depth data	2022-11-11 18:23:50 +00:00
Starbeamrainbowlabs	3a3f7e85da	typo	2022-11-11 18:03:09 +00:00
Starbeamrainbowlabs	3313f77c88	Add (untested) mono rainfall → water depth model ... * sighs * Unfortunately I can't seem to get contrastive learning to work.....	2022-11-10 22:36:11 +00:00
Starbeamrainbowlabs	d8be26d476	Merge branch 'main' of git.starbeamrainbowlabs.com:sbrl/PhD-Rainfall-Radar	2022-11-10 20:49:01 +00:00
Starbeamrainbowlabs	b03388de60	dataset_segmenter: DEBUG: fix water shape	2022-11-10 20:48:21 +00:00
Starbeamrainbowlabs	daf691bf43	typo	2022-11-10 19:55:00 +00:00
Starbeamrainbowlabs	0aa2ce19f5	read_metadata: support file inputs as well as dirs	2022-11-10 19:53:30 +00:00
Starbeamrainbowlabs	a8b101bdae	dataset_predict: add shape_water_desired	2022-10-24 18:05:13 +01:00
Starbeamrainbowlabs	612735aaae	rename shuffle arg	2022-10-21 16:35:45 +01:00
Starbeamrainbowlabs	af26964c6a	batched_iterator: reset i_item after every time	2022-10-21 15:35:43 +01:00
Starbeamrainbowlabs	59cfa4a89a	basename paths	2022-10-20 15:11:14 +01:00
Starbeamrainbowlabs	63e909d9fc	datasets: add shuffle=True/False to get_filepaths. ... This is important because otherwise it SCAMBLES the filenames, which is a disaster for making predictions in the right order....!	2022-10-19 16:52:07 +01:00
Starbeamrainbowlabs	fe43ddfbf9	start implementing driver for train_predict, but not finished yet	2022-10-18 19:37:55 +01:00
Starbeamrainbowlabs	ae53130e66	layout	2022-10-13 14:54:20 +01:00
Starbeamrainbowlabs	e9a8e2eb57	fixup	2022-10-06 19:23:31 +01:00
Starbeamrainbowlabs	9f3ae96894	finish wiring for --water-size	2022-10-06 19:21:50 +01:00
Starbeamrainbowlabs	b5e08f92fe	the long night continues	2022-09-28 18:14:09 +01:00
Starbeamrainbowlabs	dc159ecfdb	and again	2022-09-28 18:11:46 +01:00
Starbeamrainbowlabs	4cf0485e32	fixup... again	2022-09-28 18:10:11 +01:00
Starbeamrainbowlabs	4ee7f2a0d6	add water thresholding	2022-09-28 18:07:26 +01:00
Starbeamrainbowlabs	41ba980d69	segmentationP implement dataset parser	2022-09-28 17:19:21 +01:00
Starbeamrainbowlabs	f95fd8f9e4	pretrain-predict: add .tfrecord output function	2022-09-27 16:59:31 +01:00
Starbeamrainbowlabs	366db658a8	ds predict: fix filenames in	2022-09-16 15:45:22 +01:00
Starbeamrainbowlabs	6defd24000	bugfix: too many values to unpack	2022-09-15 19:56:17 +01:00
Starbeamrainbowlabs	bd64986332	ai: implement batched_iterator to replace .batch() ... ...apparently .batch() means you get a BatchedDataset or whatever when you iterate it like a tf.function instead of the actual tensor :-/	2022-09-15 19:16:38 +01:00
Starbeamrainbowlabs	f036e79098	fixup	2022-09-15 17:09:26 +01:00
Starbeamrainbowlabs	d5f1a26ba3	disable prefetching when predicting a thing	2022-09-15 17:09:09 +01:00
Starbeamrainbowlabs	fa3165a5b2	dataset: simplify dataset_predict	2022-09-14 17:33:17 +01:00
Starbeamrainbowlabs	7685ec3e8b	implement ability to embed & plot pretrained embeddings	2022-09-13 19:18:59 +01:00
Starbeamrainbowlabs	9d39215dd5	dataset: drop incomplete batches	2022-09-05 15:36:10 +01:00
Starbeamrainbowlabs	1d1533d160	ai: how did things get this confusing	2022-09-02 18:51:46 +01:00
Starbeamrainbowlabs	6135bcd0cd	fixup	2022-09-02 18:41:31 +01:00
Starbeamrainbowlabs	c33c0a0899	ai: these shapes are so annoying	2022-09-02 18:39:24 +01:00
Starbeamrainbowlabs	23bcd294c4	AI: 0.75 → 0.5?	2022-09-02 18:12:51 +01:00
Starbeamrainbowlabs	ad156a9a00	ai dataset: centre crop the water data to 75% original size ... this should both help the model and reduce memory usage	2022-09-02 18:05:32 +01:00
Starbeamrainbowlabs	3d44831080	Add NO_PREFETCH env var	2022-09-02 17:55:04 +01:00
Starbeamrainbowlabs	3e0ca6a315	ai: fix summary file writing; make water encoder smaller	2022-09-02 17:51:45 +01:00
Starbeamrainbowlabs	9f7f4af784	dataset: properly resize	2022-09-02 17:09:38 +01:00
Starbeamrainbowlabs	c89677abd7	dataset: explicit reshape	2022-09-02 16:57:59 +01:00
Starbeamrainbowlabs	c066ea331b	dataset: namespace → dict ... Python is so annoying	2022-09-02 16:07:44 +01:00
Starbeamrainbowlabs	dbff15d4a9	add bug comment	2022-09-01 19:05:50 +01:00
Starbeamrainbowlabs	3e4128c0a8	resize rainfall to be 1/2 size of current	2022-09-01 18:47:07 +01:00
Starbeamrainbowlabs	e2f621e212	even moar debug logging	2022-09-01 17:49:51 +01:00
Starbeamrainbowlabs	f1d7973f22	ai: add dummy label	2022-09-01 17:01:00 +01:00
Starbeamrainbowlabs	51cf08a386	ResNetRSV2 → ConvNeXt ... ironically this makes the model simpler o/	2022-08-31 18:51:01 +01:00
Starbeamrainbowlabs	654eefd9ca	properly handle water dimensions; add log files to .gitignore ... TODO: add heightmap	2022-08-31 18:03:39 +01:00