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Author SHA1 Message Date
Starbeamrainbowlabs
677e39f820
work on slurm for deeplabv3+ rainfall, but it's NOT FINISHED YET 2022-12-16 19:52:44 +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
Starbeamrainbowlabs
6ce121f861
DeepLabV3+: have argument for number of channels 2022-12-14 17:36:30 +00:00
Starbeamrainbowlabs
1dc2ec3a46
DeepLabV3+: pathing.... again 2022-12-13 18:51:09 +00:00
Starbeamrainbowlabs
eb47f8f544
dataset_mono: adjust to suit DeepLabV3+ too 2022-12-13 18:37:38 +00:00
Starbeamrainbowlabs
440e693dfc
DeepLabv3+: fix pathing again 2022-12-13 18:26:00 +00:00
Starbeamrainbowlabs
7e1f271bf4
deeplabv3+: fix colourmap 2022-12-13 14:02:10 +00:00
Starbeamrainbowlabs
4d8ce792c9
ddeeplabv3+: fix imports/pathing errors 2022-12-13 13:38:27 +00:00
Starbeamrainbowlabs
fc43f145c2
if not 2022-12-13 13:28:09 +00:00
Starbeamrainbowlabs
d907dc48e5
DeepLabv3+: add logging 2022-12-13 13:20:16 +00:00
Starbeamrainbowlabs
be4d928319
deeplabv3+: chmod +x 2022-12-13 13:06:42 +00:00
Starbeamrainbowlabs
91846079b2
deeplabv3+ tesst: add shebang 2022-12-13 12:56:14 +00:00
Starbeamrainbowlabs
96e260fe82
slurm: add job file for deeplabv3 test 2022-12-12 19:31:49 +00:00
Starbeamrainbowlabs
8866960017
TEST SCRIPT: deeplabv3 
ref https://keras.io/examples/vision/deeplabv3_plus/
dataset ref https://drive.google.com/uc?id=1B9A9UCJYMwTL4oBEo4RZfbMZMaZhKJaz

(the code is *terrible* spaghetti....!)
 2022-12-12 19:20:07 +00:00
Starbeamrainbowlabs
4e4d42a281
LossDice: add comment 2022-12-12 18:34:20 +00:00
Starbeamrainbowlabs
449bc425a7
LossDice: explicitly cast inputs to float32 2022-12-12 17:20:32 +00:00
Starbeamrainbowlabs
dbf8f5617c
drop activation function in last layers 2022-12-12 17:20:04 +00:00
Starbeamrainbowlabs
bcd2f1251e
LossDice: Do 1 - thing instead of -thing 2022-12-09 19:41:32 +00:00
Starbeamrainbowlabs
d0dbc50bb7
debug 2022-12-09 19:33:28 +00:00
Starbeamrainbowlabs
2142bb039c
again 2022-12-09 19:30:01 +00:00
Starbeamrainbowlabs
7000b0f193
fixup 2022-12-09 19:23:35 +00:00
Starbeamrainbowlabs
85012d0616
fixup 2022-12-09 19:18:03 +00:00
Starbeamrainbowlabs
719d8e9819
strip channels layer at end 2022-12-09 19:11:00 +00:00
Starbeamrainbowlabs
0129c35a35
LossDice: remove weird K.* functions 2022-12-09 19:06:26 +00:00
Starbeamrainbowlabs
659fc97fd4
fix crash 2022-12-09 18:39:27 +00:00
Starbeamrainbowlabs
e22c0981e6
actually use dice loss 2022-12-09 18:35:17 +00:00
Starbeamrainbowlabs
649c262960
mono: switch loss from crossentropy to dice 2022-12-09 18:13:37 +00:00
Starbeamrainbowlabs
7fd7c750d6
jupyter: identity test 
status: FAILED, as usual....!
Don't worry though, 'cause we has a *planses*..... MUHAHAHAHAHAHAHA
* cue evil laugh *
 2022-12-09 18:07:56 +00:00
Starbeamrainbowlabs
cf9e8aa237
jupyter: convnext-mono identity test 2022-12-09 15:50:27 +00:00
Starbeamrainbowlabs
2a1772a211
confvnext_intrevse: add shallow 2022-12-08 19:10:12 +00:00
Starbeamrainbowlabs
c27869630a
I hate VSCode's git commit interface 
it doesn't let you ammend
 2022-12-08 18:58:54 +00:00
Starbeamrainbowlabs
b3345963f3
missing arg pass 2022-12-08 18:58:32 +00:00
Starbeamrainbowlabs
3dde9b69da
fixup 2022-12-08 18:56:32 +00:00
Starbeamrainbowlabs
6fce39f696
WHY?!?!?! 2022-12-08 18:55:53 +00:00
Starbeamrainbowlabs
26766366fc
I hate the python code intelligence 
it's bad
 2022-12-08 18:55:15 +00:00
Starbeamrainbowlabs
ff56f591c7
I hate python 2022-12-08 18:53:37 +00:00
Starbeamrainbowlabs
d37e7224f5
train-mono: tidy up arg passing 2022-12-08 18:47:03 +00:00
Starbeamrainbowlabs
b53db648bf
fixup 2022-12-08 18:31:42 +00:00
Starbeamrainbowlabs
18c0210704
typo 2022-12-08 17:00:25 +00:00
Starbeamrainbowlabs
a3c9416cf0
LossCrossentropy: don't sum 2022-12-08 16:57:11 +00:00
Starbeamrainbowlabs
08046340f4
dataset_mono: normalise heightmap 2022-12-08 16:10:34 +00:00
Starbeamrainbowlabs
d997157f55
dataset_mono: log when using heightmap 2022-12-06 19:30:11 +00:00
Starbeamrainbowlabs
468c150570
slurm-train-mono: add HEIGHTMAP 2022-12-06 19:28:06 +00:00
Starbeamrainbowlabs
d0f2e3d730
readfile: do transparent gzip by default 
....but there's a glad to turn it off if needed
 2022-12-06 19:27:39 +00:00
Starbeamrainbowlabs
eac6472c97
Implement support for (optionally) taking a heightmap in 2022-12-06 18:55:58 +00:00
Starbeamrainbowlabs
f92b2b3472
according to the equation it looks like it's 2 2022-12-02 17:22:46 +00:00
Starbeamrainbowlabs
cad82cd1bc
CBAM: unsure if it's 1 ro 3 dense ayers in the shared mlp 2022-12-02 17:21:13 +00:00
Starbeamrainbowlabs
62f6a993bb
implement CBAM, but it's UNTESTED 
Convolutional Block Attention Module.
 2022-12-02 17:17:45 +00:00