3ebc54ef74
Add unified training mode, but apparently we're now crashing the client 🤔
2019-08-05 17:06:31 +01:00
45541db0fa
Tidy up new datasetfetcher logging
2019-08-02 14:04:34 +01:00
a2e4551b75
Mess about with the zapping system & add another secret geojson generator
2019-08-02 14:00:31 +01:00
6844cdc545
Implement initial false negative zapping system
...
...but it's not having the effect I'd hoped.
2019-08-02 13:17:17 +01:00
f18023cf1a
Fix more training and prediction bugs, but its still not working as intended.
2019-07-30 18:56:45 +01:00
dea7940b2e
Bugfix: Fix client-side Brain.js crashes
2019-07-30 18:38:44 +01:00
623af65aef
Remove unused imports
2019-07-30 16:40:12 +01:00
c9114cc4c4
Use new tidied normalising code on the client-side
2019-07-30 15:55:15 +01:00
4493fbb0fa
Tidy up normalising code
2019-07-30 15:42:37 +01:00
25bb302033
Bugfix: Fix Brain.js training issues
2019-07-30 15:28:31 +01:00
7d709c0fa5
Bugfix: Fix crashes in DatasetFetcher
2019-07-30 15:15:34 +01:00
03c1cbb97f
Finish refactoring to use Brain.js, but it's untested.
2019-07-29 18:06:50 +01:00
cce0761fed
Continue brain.js refactoring, but it's still not finished yet.
2019-07-29 17:02:34 +01:00
2a81ac792e
Start replacing Tensorflow with Brain.js, but it's not finished yet
...
Note to self: bug them to upgrade ot GPU.js 2 for future projects
2019-07-29 14:36:52 +01:00
43f99d6b5d
Try to add an additional input to the neural network, but it's not working.
2019-07-29 14:17:28 +01:00
61edaf6fa3
Write AI layer, but it's untested.
2019-07-23 15:45:29 +01:00
f0694de02c
Bugfix: Create 1 model per-gateway
2019-07-23 15:14:50 +01:00
d158868c3f
AITrainer: Save gateway locations to the index file
2019-07-23 13:44:00 +01:00
c2810d4871
Improve format of index
2019-07-22 12:42:04 +01:00
d9cf650019
Write index JSON file to AI output directory
2019-07-22 12:40:19 +01:00
92574bc98c
Serialise trained AIs and save them to disk
2019-07-22 11:53:30 +01:00
5c7cc1e906
Fix bugs in AI trainer. It works, but precisely it's doing si up for debate....
2019-07-18 17:22:37 +01:00
192e31a925
Write the the data input, but it's untested.
...
There's also some confusion over the batch size. If it doesn't work, we
probably need to revise our understanding of the batch size in
different contexts.
2019-07-18 16:34:25 +01:00
6dbb6c3b87
Hook up a dataset importer for training the AIs, but it's untested.
...
Also, we don't have any code that actually does the training itself
either yet.
2019-07-17 15:15:31 +01:00
f7e2d77daa
Start writing the AI training code, but it's not finished yet
2019-07-17 14:16:24 +01:00
