Commit graph

10 commits

Author SHA1 Message Date
Colombo
50f892d57d all models: removed options 'src_scale_mod', and 'sort samples by yaw as target'
If you want, you can manually remove unnecessary angles from src faceset after sort by yaw.

Optimized sample generators (CPU workers). Now they consume less amount of RAM and work faster.

added
4.2.other) data_src/dst util faceset pack.bat
	Packs /aligned/ samples into one /aligned/samples.pak file.
	After that, all faces will be deleted.

4.2.other) data_src/dst util faceset unpack.bat
	unpacks faces from /aligned/samples.pak to /aligned/ dir.
	After that, samples.pak will be deleted.

Packed faceset load and work faster.
2019-12-21 23:16:55 +04:00
iperov
8484060e01 Trainer: added option for all models
Enable autobackup? (y/n ?:help skip:%s) :
Autobackup model files with preview every hour for last 15 hours. Latest backup located in model/<>_autobackups/01

SAE: added option only for CUDA builds:
Enable gradient clipping? (y/n, ?:help skip:%s) :
Gradient clipping reduces chance of model collapse, sacrificing speed of training.
2019-06-20 10:42:55 +04:00
iperov
659aa5705a _ 2019-04-30 17:14:02 +04:00
iperov
2cd028fb67 _ 2019-04-28 21:16:27 +04:00
iperov
0e088f6415 _ 2019-04-25 14:46:39 +04:00
iperov
947feac047 refactorings 2019-04-24 11:28:58 +04:00
iperov
e1da9c56b4
SAE collapse fix (#245)
* test

* _

* _

* upd dev_poseest

* SAE: finally collapses are fixed

* fix batch size help
2019-04-24 09:38:26 +04:00
iperov
747e39145e _ 2019-04-23 18:34:00 +04:00
iperov
2809d495c2 _ 2019-04-23 17:31:58 +04:00
iperov
e58197ca22 initial code to extract umdfaces.io dataset and train pose estimator 2019-04-23 08:14:09 +04:00