bob issueshttps://gitlab.idiap.ch/groups/bob/-/issues2020-03-09T10:50:49Zhttps://gitlab.idiap.ch/bob/bob/-/issues/259new release2020-03-09T10:50:49ZAmir MOHAMMADInew releaseI am going to do a new release soon.
Here is a list of tasks that I think are worth tackling before the release:
* [x] Move the installation instruction to `bob/docs` which should fix #246
* [x] Update installation instructions to ta...I am going to do a new release soon.
Here is a list of tasks that I think are worth tackling before the release:
* [x] Move the installation instruction to `bob/docs` which should fix #246
* [x] Update installation instructions to talk about the archive channel
* [x] https://gitlab.idiap.ch/bob/bob.bio.video/merge_requests/40
* [x] https://gitlab.idiap.ch/bob/bob.db.swan/issues/2
* [x] https://gitlab.idiap.ch/bob/bob.db.siw/issues/1
* [x] https://gitlab.idiap.ch/bob/bob.db.ldhf/issues/2
* [x] https://gitlab.idiap.ch/bob/bob.bio.face_ongoing/merge_requests/5
* [x] bob.bio.htface mac builds, see https://gitlab.idiap.ch/bob/bob.bio.htface/commit/d970f521feaae4b99420026dfc8df58c1774aa0c
* [x] https://gitlab.idiap.ch/bob/bob/issues/260
* [x] https://gitlab.idiap.ch/bob/bob.db.swan/issues/3Amir MOHAMMADIAmir MOHAMMADIhttps://gitlab.idiap.ch/bob/bob.db.swan/-/issues/2Add this package to Bob meta packages2020-02-14T14:58:21ZAmir MOHAMMADIAdd this package to Bob meta packagesbob/bob bob/docs bob/bob.nightliesbob/bob bob/docs bob/bob.nightliesAmir MOHAMMADIAmir MOHAMMADIhttps://gitlab.idiap.ch/bob/bob.pad.face/-/issues/35Remove dependencies on bob.ip.facelandmarks, and cafe packages2021-02-10T14:09:43ZAmir MOHAMMADIRemove dependencies on bob.ip.facelandmarks, and cafe packagesThese packages should be replaced by bob.ip.tensorflow_extractor which has an implementation of MTCNNThese packages should be replaced by bob.ip.tensorflow_extractor which has an implementation of MTCNNhttps://gitlab.idiap.ch/bob/bob.pad.base/-/issues/32Follow-up from "Scikit wrapper"2020-10-08T11:47:12ZAmir MOHAMMADIFollow-up from "Scikit wrapper"The following discussion from !64 should be addressed:
- [ ] @amohammadi started a [discussion](https://gitlab.idiap.ch/bob/bob.pad.base/merge_requests/64#note_49055): (+1 comment)
> You have to use `tempfile`The following discussion from !64 should be addressed:
- [ ] @amohammadi started a [discussion](https://gitlab.idiap.ch/bob/bob.pad.base/merge_requests/64#note_49055): (+1 comment)
> You have to use `tempfile`Bob 9.0.0Anjith GEORGEanjith.george@idiap.chAnjith GEORGEanjith.george@idiap.chhttps://gitlab.idiap.ch/bob/bob.db.siw/-/issues/1Add this package to bob meta packages2020-02-14T14:58:15ZAmir MOHAMMADIAdd this package to bob meta packagesAdd this package to `bob.nightlies`, `bob/docs`, and `bob/bob` as soon as this package goes public.Add this package to `bob.nightlies`, `bob/docs`, and `bob/bob` as soon as this package goes public.Amir MOHAMMADIAmir MOHAMMADIhttps://gitlab.idiap.ch/bob/bob.measure/-/issues/61absolute numbers for errors are wrong2020-02-14T16:15:23ZGuillaume HEUSCHabsolute numbers for errors are wrongHi @amohammadi,
As already pointed in the mailing-list (https://groups.google.com/forum/#!topic/bob-devel/RXsX2kgjs1M), the numbers of misclassified and total examples are wrong. Here's an illustration:
```
============== ============...Hi @amohammadi,
As already pointed in the mailing-list (https://groups.google.com/forum/#!topic/bob-devel/RXsX2kgjs1M), the numbers of misclassified and total examples are wrong. Here's an illustration:
```
============== =============== ================
.. Development Evaluation
============== =============== ================
APCER (attack) 7.7% 13.1%
APCER 7.7% 13.1%
BPCER 1.0% 9.7%
ACER 4.3% 11.4%
FTA 0.7% 0.6%
FPR 7.7% (451/1321) 13.1% (749/1571)
FNR 1.0% (13/5880) 9.7% (153/5729)
HTER 4.3% 11.4%
FAR 7.6% 13.0%
FRR 1.7% 10.3%
PRECISION 0.7 0.7
RECALL 1.0 0.9
F1_SCORE 0.8 0.8
```
When you look at FPR on Evaluation set for instance, 749/1571 * 100 = 47.1, which is different from 13.1%. Actually, the total number of examples have been swapped, since 749/5729 * 100 = 13.1 and 153/1571 * 100 = 9.7Amir MOHAMMADIAmir MOHAMMADIhttps://gitlab.idiap.ch/bob/bob.pad.face/-/issues/34Issue with test set in CASIA-SURF HLDI2020-02-12T14:23:27ZAnjith GEORGEanjith.george@idiap.chIssue with test set in CASIA-SURF HLDIhttps://gitlab.idiap.ch/bob/bob.pad.face/blob/master/bob/pad/face/database/casiasurf.py#L178
'unknown' is not needed anymore right?
Also https://gitlab.idiap.ch/bob/bob.pad.face/blob/master/bob/pad/face/database/casiasurf.py#L44
the `.a...https://gitlab.idiap.ch/bob/bob.pad.face/blob/master/bob/pad/face/database/casiasurf.py#L178
'unknown' is not needed anymore right?
Also https://gitlab.idiap.ch/bob/bob.pad.face/blob/master/bob/pad/face/database/casiasurf.py#L44
the `.attack_type` labels.Guillaume HEUSCHGuillaume HEUSCHhttps://gitlab.idiap.ch/bob/bob.pipelines/-/issues/2Using scikit learn pipelines with Dask2020-03-02T14:00:48ZTiago de Freitas PereiraUsing scikit learn pipelines with DaskOpening this issue just as a note for posterity.
Today I've done an exercise using scikit-learn pipelines and dask https://ml.dask.org/compose.html
We could leverage from the scikit-api and benefit from its caching mechanism too.
You c...Opening this issue just as a note for posterity.
Today I've done an exercise using scikit-learn pipelines and dask https://ml.dask.org/compose.html
We could leverage from the scikit-api and benefit from its caching mechanism too.
You can check the small snipped below how I use it (I made an adaptor to transform our algorithms in scikit-estimators).
Two things to be observed. I couldn't use the `cache` since most of our stuff is C++ based (not picklable).
And since things are not picklable, I made a very shitty job with the adaptor in order to integrate it with Dask as you can see in code.
In order to have the instance creation of Bob objects in the Worker (like @andre.anjos is doing with the SampleLoader (probably for the same reason (there's another reason for that too))), the method `fit` creates the Bob object and returns itself.
I think the current design is cleaner. I will give up this one.
ping @amohammadi
```python
from sklearn.pipeline import Pipeline
# Local client
import dask.bag
from dask.distributed import Client, LocalCluster
import bob.bio.base
import bob.bio.face
import numpy
cache_dir = "./cache"
from sklearn.base import BaseEstimator
class Scikit2BobEstimator(BaseEstimator):
"""
Base class to adapt from bob algorithms to scikit estimators
Check here for more info:
https://scikit-learn.org/stable/modules/generated/sklearn.base.BaseEstimator.html
"""
def __init__(self, bob_object):
self.bob_class = bob_object
def fit(self, X, y, **kwargs):
self.bob_object = self.bob_class(**kwargs)
return self
def transform(self, X, **kwargs):
"""
Here `X` can be our samples where the annotations can be shipped.
"""
annotations = {"leye": (10, 10), "reye": (20, 10)}
return [self.bob_object(x, annotations=annotations) for x in X]
### Starting the client
cluster = LocalCluster(nanny=False, processes=False, n_workers=1, threads_per_worker=1)
cluster.scale_up(1)
client = Client(cluster)
####### PREPROCESSOR #########
# Using face crop
CROPPED_IMAGE_HEIGHT = 80
CROPPED_IMAGE_WIDTH = CROPPED_IMAGE_HEIGHT * 4 // 5
## eye positions for frontal images
RIGHT_EYE_POS = (CROPPED_IMAGE_HEIGHT // 5, CROPPED_IMAGE_WIDTH // 4 - 1)
LEFT_EYE_POS = (CROPPED_IMAGE_HEIGHT // 5, CROPPED_IMAGE_WIDTH // 4 * 3)
import functools
preprocessor = Scikit2BobEstimator(
functools.partial(
bob.bio.face.preprocessor.FaceCrop,
cropped_image_size=(CROPPED_IMAGE_HEIGHT, CROPPED_IMAGE_WIDTH),
cropped_positions={"leye": LEFT_EYE_POS, "reye": RIGHT_EYE_POS},
)
)
### EXTRACTOR #######
extractor = Scikit2BobEstimator(bob.bio.base.extractor.Linearize)
estimators = [("preprocess", preprocessor), ("extractor", extractor)]
#### HERE I COULD CACHE IT #####
# pipeline = Pipeline(estimators, memory=cache_dir)
pipeline = Pipeline(estimators)
X = [numpy.random.rand(3, 100, 100) for _ in range(100)]
db = dask.bag.from_sequence(X)
db = db.map_partitions(pipeline.fit_transform)
print(db.compute(scheduler=client))
client.shutdown()
```https://gitlab.idiap.ch/bob/bob.db.casiasurf/-/issues/4Database not available anymore ?2020-02-14T16:15:23ZGuillaume HEUSCHDatabase not available anymore ?Guillaume HEUSCHGuillaume HEUSCHhttps://gitlab.idiap.ch/bob/bob.io.stream/-/issues/1OpenCV in requirements ?2020-08-07T08:33:14ZGuillaume HEUSCHOpenCV in requirements ?Hi @dgeissbuhler,
It looks like you're importing openCV https://gitlab.idiap.ch/bob/bob.io.stream/blob/master/bob/io/stream/stream.py#L9
It would be a good idea to put it in the requirements and in ``conda/meta.yaml``
ThanksHi @dgeissbuhler,
It looks like you're importing openCV https://gitlab.idiap.ch/bob/bob.io.stream/blob/master/bob/io/stream/stream.py#L9
It would be a good idea to put it in the requirements and in ``conda/meta.yaml``
ThanksVincent POLLETVincent POLLEThttps://gitlab.idiap.ch/bob/bob.pad.face/-/issues/33Remove dependencies with caffe2020-02-14T16:15:23ZTiago de Freitas PereiraRemove dependencies with caffeHi guys, is it doable, in the short term, to remove the dependencies with caffe in this package?
As far as I know, this package uses the face detection and annotations from `bob.ip.mtcnn`.
@heusch mentioned that this could be replaced b...Hi guys, is it doable, in the short term, to remove the dependencies with caffe in this package?
As far as I know, this package uses the face detection and annotations from `bob.ip.mtcnn`.
@heusch mentioned that this could be replaced by a tensorflow implementation of mtcnn.
Is this doable?
ping https://gitlab.idiap.ch/bob/bob.nightlies/commit/0777c2b4548254e7663fd522ffc5500c3373c37e#note_48670
thankshttps://gitlab.idiap.ch/bob/bob.extension/-/issues/73Instructions for developing new extensions is incorrect2020-01-10T14:38:28ZManuel Günthersiebenkopf@googlemail.comInstructions for developing new extensions is incorrectIn e8a542f6 the example files were moved to bob.blitz, but the documentation in doc/cplusplus_library.rst and doc/cplusplus_modules.rst still says to checkout bob.extension instead of bob.blitz.In e8a542f6 the example files were moved to bob.blitz, but the documentation in doc/cplusplus_library.rst and doc/cplusplus_modules.rst still says to checkout bob.extension instead of bob.blitz.Pavel KORSHUNOVPavel KORSHUNOVhttps://gitlab.idiap.ch/bob/bob.devtools/-/issues/48Invalid syntax in setup.py template2020-01-08T13:27:58ZGuillaume HEUSCHInvalid syntax in setup.py templateMissing coma after maintainer name and email !Missing coma after maintainer name and email !Guillaume HEUSCHGuillaume HEUSCHhttps://gitlab.idiap.ch/bob/bob.pipelines/-/issues/1Possible changing plan2020-03-13T08:32:08ZTiago de Freitas PereiraPossible changing planI will keep this issue opened to keep track of a possible changing plan for Bob.
For the moment, follow below possible candidates that we could archive.
We have 116 packages in total,
- [ ] bob.buildout
- [ ] bob.extension
- [ ] bob.bl...I will keep this issue opened to keep track of a possible changing plan for Bob.
For the moment, follow below possible candidates that we could archive.
We have 116 packages in total,
- [ ] bob.buildout
- [ ] bob.extension
- [ ] bob.blitz
- [ ] bob.core
- [ ] bob.io.base
- [ ] bob.math
- [ ] bob.measure
- [ ] bob.io.image
- [ ] bob.db.base
- [ ] bob.io.video
- [x] bob.io.matlab
- [ ] bob.io.audio
- [ ] bob.sp
- [ ] bob.ap
- [ ] bob.ip.base
- [ ] bob.ip.color
- [x] bob.ip.draw
- [ ] bob.ip.gabor
- [ ] bob.learn.activation
- [x] bob.learn.libsvm
- [ ] bob.learn.linear
- [x] bob.learn.mlp
- [x] bob.learn.boosting
- [ ] bob.db.iris
- [ ] bob.learn.em
- [x] bob.db.wine
- [ ] bob.db.mnist
- [ ] bob.db.atnt
- [ ] bob.ip.facedetect
- [ ] bob.ip.optflow.hornschunck
- [ ] bob.ip.optflow.liu
- [ ] bob.ip.flandmark
- [ ] gridtk
- [ ] bob.ip.qualitymeasure
- [ ] bob.ip.skincolorfilter
- [x] bob.ip.facelandmarks
- [ ] bob.ip.dlib
- [ ] bob.db.arface
- [ ] bob.db.asvspoof
- [ ] bob.db.asvspoof2017
- [ ] bob.db.atvskeystroke
- [ ] bob.db.avspoof
- [x] bob.db.banca
- [x] bob.db.biosecure
- [x] bob.db.biosecurid.face
- [ ] bob.db.casia_fasd
- [x] bob.db.casme2
- [x] bob.db.caspeal
- [x] bob.db.cohface
- [x] bob.db.frgc
- [x] bob.db.gbu
- [x] bob.db.hci_tagging
- [x] bob.db.ijba
- [ ] bob.db.ijbc
- [ ] bob.db.kboc16
- [ ] bob.db.lfw
- [ ] bob.db.livdet2013
- [ ] bob.db.mobio
- [ ] bob.db.msu_mfsd_mod
- [ ] bob.db.multipie
- [ ] bob.db.nist_sre12
- [ ] bob.db.putvein
- [ ] bob.db.replay
- [ ] bob.db.replaymobile
- [x] bob.db.scface
- [ ] bob.db.utfvp
- [ ] bob.db.verafinger
- [ ] bob.db.fv3d
- [ ] bob.db.hkpu
- [ ] bob.db.thufvdt
- [ ] bob.db.mmcbnu6k
- [ ] bob.db.hmtvein
- [ ] bob.db.voicepa
- [x] bob.db.xm2vts
- [ ] bob.db.youtube
- [x] bob.db.pericrosseye
- [ ] bob.db.maskattack
- [ ] bob.db.casiasurf
- [ ] bob.db.fargo
- [ ] bob.bio.base
- [ ] bob.bio.gmm
- [ ] bob.bio.face
- [ ] bob.bio.spear
- [ ] bob.bio.video
- [ ] bob.bio.vein
- [ ] bob.db.voxforge
- [ ] bob.rppg.base
- [ ] bob.pad.base
- [ ] bob.pad.face
- [ ] bob.pad.voice
- [ ] bob.pad.vein
- [ ] bob.fusion.base
- [ ] bob.db.oulunpu
- [ ] bob.db.uvad
- [ ] bob.db.swan
- [ ] bob.db.cuhk_cufs
- [ ] bob.db.cbsr_nir_vis_2
- [ ] bob.db.nivl
- [ ] bob.db.pola_thermal
- [ ] bob.db.cuhk_cufsf
- [ ] bob.db.ldhf
- [ ] bob.ip.tensorflow_extractor
- [ ] bob.learn.tensorflow
- [ ] bob.learn.pytorch
- [ ] bob.bio.face_ongoing
- [ ] bob.bio.htface
- [ ] bob.db.drive
- [ ] bob.db.stare
- [ ] bob.db.chasedb1
- [ ] bob.db.iostar
- [ ] bob.db.hrf
- [ ] bob.db.rimoner3
- [ ] bob.db.drionsdb
- [ ] bob.db.refuge
- [ ] bob.db.drishtigs1
- [ ] bob.ip.binseghttps://gitlab.idiap.ch/bob/bob.fusion.base/-/issues/8Nightlies failing2020-02-14T16:15:22ZTiago de Freitas PereiraNightlies failingNightlies are failing because of this one.
https://gitlab.idiap.ch/bob/bob.nightlies/-/jobs/184464
Possibly related with this MR https://gitlab.idiap.ch/bob/bob.extension/merge_requests/108Nightlies are failing because of this one.
https://gitlab.idiap.ch/bob/bob.nightlies/-/jobs/184464
Possibly related with this MR https://gitlab.idiap.ch/bob/bob.extension/merge_requests/108Amir MOHAMMADIAmir MOHAMMADIhttps://gitlab.idiap.ch/bob/nightlies/-/issues/56Nightlies failing2020-02-18T11:18:47ZTiago de Freitas PereiraNightlies failingJust posting this for the records.
For some reason our runners were paused and this was making our CI stuck.
I just resumed them to make them work againJust posting this for the records.
For some reason our runners were paused and this was making our CI stuck.
I just resumed them to make them work againhttps://gitlab.idiap.ch/bob/bob.devtools/-/issues/47Remove hack2019-12-20T14:49:55ZTiago de Freitas PereiraRemove hackWe can remove the `ripgrep` hack below https://gitlab.idiap.ch/bob/bob.devtools/blob/master/bob/devtools/bootstrap.py#L51
The new conda-build release contains our patch
https://github.com/conda/conda-build/releases
ping @amohammadi @a...We can remove the `ripgrep` hack below https://gitlab.idiap.ch/bob/bob.devtools/blob/master/bob/devtools/bootstrap.py#L51
The new conda-build release contains our patch
https://github.com/conda/conda-build/releases
ping @amohammadi @andre.anjosAndré AnjosAndré Anjoshttps://gitlab.idiap.ch/bob/bob.devtools/-/issues/46Conda package resolution seems broken2020-02-19T07:09:51ZAndré AnjosConda package resolution seems brokenNot sure when it started, but we are currently facing package resolution problems in several places.
Examples:
* https://gitlab.idiap.ch/bob/bob.learn.tensorflow/pipelines/35806
* https://gitlab.idiap.ch/bob/bob.learn.em/pipelines/3587...Not sure when it started, but we are currently facing package resolution problems in several places.
Examples:
* https://gitlab.idiap.ch/bob/bob.learn.tensorflow/pipelines/35806
* https://gitlab.idiap.ch/bob/bob.learn.em/pipelines/35872
The only thing we noticed was a change in the patch version of conda-build.
Could this be problem?
@amohammadi: any clues?André AnjosAndré Anjoshttps://gitlab.idiap.ch/bob/bob.paper.makeup_aim/-/issues/1Please don't encourage bad practices of Bob's global configuration system.2023-12-07T08:03:25ZAmir MOHAMMADIPlease don't encourage bad practices of Bob's global configuration system.Please see:
https://www.idiap.ch/software/bob/docs/bob/docs/stable/bob/bob.extension/doc/rc.html
and https://groups.google.com/forum/#!topic/bob-devel/hA1sx5iAj9UPlease see:
https://www.idiap.ch/software/bob/docs/bob/docs/stable/bob/bob.extension/doc/rc.html
and https://groups.google.com/forum/#!topic/bob-devel/hA1sx5iAj9UKetan KotwalKetan Kotwalhttps://gitlab.idiap.ch/bob/nightlies/-/issues/5523H nightlies2020-02-14T16:15:23ZTiago de Freitas Pereira23H nightliesIt's been 2 days that our nightlies are failing due to timeout on MACOSX only.
If you look at the execution time of the 2 macos pipelines, we can observe that we didn't even reached half of the builds.
Furthermore, we even haven't touch...It's been 2 days that our nightlies are failing due to timeout on MACOSX only.
If you look at the execution time of the 2 macos pipelines, we can observe that we didn't even reached half of the builds.
Furthermore, we even haven't touched the complicated one (bob.learn.tensorflow)
```
Pipeline 35218, Job 180560
--------------------------------------------- ------------------- -------
None 2019-11-05 21:25:36 2.53m
bob/bob.buildout@master (1/120 2019-11-05 21:28:12 2.93m
bob/bob.extension@master (2/120 2019-11-05 21:31:08 10.93m
bob/bob.blitz@master (3/120 2019-11-05 21:42:04 24.75m
bob/bob.core@master (4/120 2019-11-05 22:06:49 21.05m
bob/bob.io.base@master (5/120 2019-11-05 22:27:52 23.18m
bob/bob.math@master (6/120 2019-11-05 22:51:03 20.73m
bob/bob.measure@master (7/120 2019-11-05 23:11:47 20.17m
bob/bob.io.image@master (8/120 2019-11-05 23:31:57 23.32m
bob/bob.db.base@master (9/120 2019-11-05 23:55:16 9.63m
bob/bob.io.video@master (10/120 2019-11-06 00:04:54 19.5m
bob/bob.io.matlab@master (11/120 2019-11-06 00:24:25 16.25m
bob/bob.io.audio@master (12/120 2019-11-06 00:40:40 18.8m
bob/bob.sp@master (13/120 2019-11-06 00:59:28 21.05m
bob/bob.ap@master (14/120 2019-11-06 01:20:31 23.63m
bob/bob.ip.base@master (15/120 2019-11-06 01:44:09 27.58m
bob/bob.ip.color@master (16/120 2019-11-06 02:11:45 21.07m
bob/bob.ip.draw@master (17/120 2019-11-06 02:32:49 14.52m
bob/bob.ip.gabor@master (18/120 2019-11-06 02:47:20 26.23m
bob/bob.learn.activation@master (19/120 2019-11-06 03:13:34 42.62m
bob/bob.learn.libsvm@master (20/120 2019-11-06 03:56:11 37.23m
bob/bob.learn.linear@master (21/120 2019-11-06 04:33:25 25.92m
bob/bob.learn.mlp@master (22/120 2019-11-06 04:59:20 23.62m
bob/bob.learn.boosting@master (23/120 2019-11-06 05:22:57 25.97m
bob/bob.db.iris@master (24/120 2019-11-06 05:48:55 12.45m
bob/bob.learn.em@master (25/120 2019-11-06 06:01:22 39.33m
bob/bob.db.wine@master (26/120 2019-11-06 06:40:42 14.5m
bob/bob.db.mnist@master (27/120 2019-11-06 06:55:12 15.38m
bob/bob.db.atnt@master (28/120 2019-11-06 07:10:35 16.35m
bob/bob.ip.facedetect@master (29/120 2019-11-06 07:26:57 25.1m
bob/bob.ip.optflow.hornschunck@master (30/120 2019-11-06 07:52:03 16.87m
bob/bob.ip.optflow.liu@master (31/120 2019-11-06 08:08:55 20.65m
bob/bob.ip.flandmark@master (32/120 2019-11-06 08:29:36 20.85m
bob/gridtk@master (33/120 2019-11-06 08:50:28 6.33m
bob/bob.ip.qualitymeasure@master (34/120 2019-11-06 08:56:48 26.6m
bob/bob.ip.skincolorfilter@master (35/120 2019-11-06 09:23:25 11.12m
bob/bob.ip.facelandmarks@master (36/120 2019-11-06 09:34:32 38.65m
bob/bob.ip.dlib@master (37/120 2019-11-06 10:13:38 30.73m
bob/bob.ip.mtcnn@master (38/120 2019-11-06 10:44:22 0.13m
bob/bob.db.arface@master (39/120 2019-11-06 10:44:30 16.68m
bob/bob.db.asvspoof@master (40/120 2019-11-06 11:01:11 37.3m
bob/bob.db.asvspoof2017@master (41/120 2019-11-06 11:38:29 8.77m
bob/bob.db.atvskeystroke@master (42/120 2019-11-06 11:47:15 15.73m
bob/bob.db.avspoof@master (43/120 2019-11-06 12:02:59 45.68m
bob/bob.db.banca@master (44/120 2019-11-06 12:48:40 14.55m
bob/bob.db.biosecure@master (45/120 2019-11-06 13:03:13 21.38m
bob/bob.db.biosecurid.face@master (46/120 2019-11-06 13:24:36 20.22m
bob/bob.db.casia_fasd@master (47/120 2019-11-06 13:44:49 22.15m
bob/bob.db.casme2@master (48/120 2019-11-06 14:06:58 25.47m
bob/bob.db.caspeal@master (49/120 2019-11-06 14:32:26 24.87m
bob/bob.db.cohface@master (50/120 2019-11-06 14:57:18 30.25m
bob/bob.db.frgc@master (51/120 2019-11-06 15:27:34 25.25m
bob/bob.db.gbu@master (52/120 2019-11-06 15:52:49 22.43m
bob/bob.db.hci_tagging@master (53/120 2019-11-06 16:15:15 112.58m
bob/bob.db.ijba@master (54/120 2019-11-06 18:08:05 43.1m
bob/bob.db.ijbc@master (55/120 2019-11-06 18:51:13 0.28m
--------------------------------------------- ------------------- -------
Pipeline 35218, Job 180561
--------------------------------------------- ------------------- -------
None 2019-11-05 21:25:36 2.53m
bob/bob.buildout@master (1/120 2019-11-05 21:28:12 2.93m
bob/bob.extension@master (2/120 2019-11-05 21:31:08 10.92m
bob/bob.blitz@master (3/120 2019-11-05 21:42:04 24.75m
bob/bob.core@master (4/120 2019-11-05 22:06:49 21.05m
bob/bob.io.base@master (5/120 2019-11-05 22:27:52 23.25m
bob/bob.math@master (6/120 2019-11-05 22:51:07 20.67m
bob/bob.measure@master (7/120 2019-11-05 23:11:47 20.17m
bob/bob.io.image@master (8/120 2019-11-05 23:31:57 23.32m
bob/bob.db.base@master (9/120 2019-11-05 23:55:16 9.63m
bob/bob.io.video@master (10/120 2019-11-06 00:04:54 19.5m
bob/bob.io.matlab@master (11/120 2019-11-06 00:24:25 16.25m
bob/bob.io.audio@master (12/120 2019-11-06 00:40:40 18.8m
bob/bob.sp@master (13/120 2019-11-06 00:59:28 22.02m
bob/bob.ap@master (14/120 2019-11-06 01:21:29 22.68m
bob/bob.ip.base@master (15/120 2019-11-06 01:44:10 27.57m
bob/bob.ip.color@master (16/120 2019-11-06 02:11:45 21.2m
bob/bob.ip.draw@master (17/120 2019-11-06 02:32:57 15.22m
bob/bob.ip.gabor@master (18/120 2019-11-06 02:48:10 25.72m
bob/bob.learn.activation@master (19/120 2019-11-06 03:13:53 42.3m
bob/bob.learn.libsvm@master (20/120 2019-11-06 03:56:11 37.23m
bob/bob.learn.linear@master (21/120 2019-11-06 04:33:25 25.92m
bob/bob.learn.mlp@master (22/120 2019-11-06 04:59:20 28.83m
bob/bob.learn.boosting@master (23/120 2019-11-06 05:28:10 29.77m
bob/bob.db.iris@master (24/120 2019-11-06 05:57:58 13.22m
bob/bob.learn.em@master (25/120 2019-11-06 06:11:11 36.6m
bob/bob.db.wine@master (26/120 2019-11-06 06:47:47 15.0m
bob/bob.db.mnist@master (27/120 2019-11-06 07:02:47 15.55m
bob/bob.db.atnt@master (28/120 2019-11-06 07:18:21 12.62m
bob/bob.ip.facedetect@master (29/120 2019-11-06 07:31:00 27.82m
bob/bob.ip.optflow.hornschunck@master (30/120 2019-11-06 07:58:49 20.27m
bob/bob.ip.optflow.liu@master (31/120 2019-11-06 08:19:05 20.5m
bob/bob.ip.flandmark@master (32/120 2019-11-06 08:39:37 23.73m
bob/gridtk@master (33/120 2019-11-06 09:03:21 4.33m
bob/bob.ip.qualitymeasure@master (34/120 2019-11-06 09:07:41 28.5m
bob/bob.ip.skincolorfilter@master (35/120 2019-11-06 09:36:13 22.1m
bob/bob.ip.facelandmarks@master (36/120 2019-11-06 09:58:19 36.07m
bob/bob.ip.dlib@master (37/120 2019-11-06 10:34:30 33.27m
bob/bob.ip.mtcnn@master (38/120 2019-11-06 11:07:46 0.1m
bob/bob.db.arface@master (39/120 2019-11-06 11:07:52 15.88m
bob/bob.db.asvspoof@master (40/120 2019-11-06 11:23:45 23.02m
bob/bob.db.asvspoof2017@master (41/120 2019-11-06 11:46:47 16.05m
bob/bob.db.atvskeystroke@master (42/120 2019-11-06 12:02:50 20.17m
bob/bob.db.avspoof@master (43/120 2019-11-06 12:23:01 25.8m
bob/bob.db.banca@master (44/120 2019-11-06 12:48:49 14.4m
bob/bob.db.biosecure@master (45/120 2019-11-06 13:03:13 21.35m
bob/bob.db.biosecurid.face@master (46/120 2019-11-06 13:24:34 20.25m
bob/bob.db.casia_fasd@master (47/120 2019-11-06 13:44:49 21.93m
bob/bob.db.casme2@master (48/120 2019-11-06 14:06:45 25.67m
bob/bob.db.caspeal@master (49/120 2019-11-06 14:32:26 24.87m
bob/bob.db.cohface@master (50/120 2019-11-06 14:57:18 30.12m
bob/bob.db.frgc@master (51/120 2019-11-06 15:27:26 25.38m
bob/bob.db.gbu@master (52/120 2019-11-06 15:52:49 22.43m
bob/bob.db.hci_tagging@master (53/120 2019-11-06 16:15:15 112.58m
bob/bob.db.ijba@master (54/120 2019-11-06 18:08:05 43.1m
bob/bob.db.ijbc@master (55/120 2019-11-06 18:51:13 0.28m
--------------------------------------------- ------------------- -------
Pipeline 35218, Job 180562
```