wbia.viz package

Subpackages

• wbia.viz.interact package
  • Submodules
  • wbia.viz.interact.interact_annotations2 module
  • wbia.viz.interact.interact_chip module
  • wbia.viz.interact.interact_image module
  • wbia.viz.interact.interact_matches module
  • wbia.viz.interact.interact_name module
  • wbia.viz.interact.interact_qres module
  • wbia.viz.interact.interact_query_decision module
  • wbia.viz.interact.interact_sver module
  • Module contents

Submodules

wbia.viz.viz_chip module

wbia.viz.viz_chip.HARDCODE_SHOW_PB_PAIR()

python -m wbia.viz.viz_chip HARDCODE_SHOW_PB_PAIR –show

Example

>>> # SCRIPT
>>> from wbia.viz.viz_chip import *  # NOQA
>>> import wbia.plottool as pt
>>> HARDCODE_SHOW_PB_PAIR()
>>> pt.show_if_requested()

wbia.viz.viz_chip.show_chip(ibs, aid, in_image=False, annote=True, title_suffix='', weight_label=None, weights=None, config2_=None, **kwargs)

Driver function to show chips

Parameters:

• ibs (wbia.IBEISController) –
• aid (int) – annotation rowid
• in_image (bool) – displays annotation with the context of its source image
• annote (bool) – enables overlay annoations
• title_suffix (str) –
• weight_label (None) – (default = None)
• weights (None) – (default = None)
• config2 (dict) – (default = None)

Kwargs:

enable_chip_title_prefix, nokpts, kpts_subset, kpts, text_color, notitle, draw_lbls, show_aidstr, show_gname, show_name, show_nid, show_exemplar, show_num_gt, show_quality_text, show_viewcode, fnum, title, figtitle, pnum, interpolation, cmap, heatmap, data_colorbar, darken, update, xlabel, redraw_image, ax, alpha, docla, doclf, projection, pts, ell color (3/4-tuple, ndarray, or str): colors for keypoints

CommandLine:

python -m wbia.viz.viz_chip show_chip –show –ecc python -c “import utool as ut; ut.print_auto_docstr(‘wbia.viz.viz_chip’, ‘show_chip’)” python -m wbia.viz.viz_chip show_chip –show –db NNP_Master3 –aids 14047 –no-annote python -m wbia.viz.viz_chip show_chip –show –db NNP_Master3 –aids 14047 –no-annote

python -m wbia.viz.viz_chip show_chip –show –db PZ_MTEST –aid 1 –bgmethod=cnn python -m wbia.viz.viz_chip show_chip –show –db PZ_MTEST –aid 1 –bgmethod=cnn –scale_max=30

python -m wbia.viz.viz_chip show_chip –show –db PZ_MTEST –aid 1 –ecc –draw_lbls=False –notitle –save=~/slides/lnbnn_query.jpg –dpi=300

Example

>>> # xdoctest: +REQUIRES(module:wbia_cnn)
>>> # VIZ_TEST
>>> from wbia.viz.viz_chip import *  # NOQA
>>> import numpy as np
>>> import vtool as vt
>>> in_image = False
>>> ibs, aid_list, kwargs, config2_ = testdata_showchip()
>>> aid = aid_list[0]
>>> if True:
>>>     import matplotlib as mpl
>>>     from wbia.scripts.thesis import TMP_RC
>>>     mpl.rcParams.update(TMP_RC)
>>> if ut.get_argflag('--ecc'):
>>>     kpts = ibs.get_annot_kpts(aid, config2_=config2_)
>>>     weights = ibs.get_annot_fgweights([aid], ensure=True, config2_=config2_)[0]
>>>     kpts = ut.random_sample(kpts[weights > .9], 200, seed=0)
>>>     ecc = vt.get_kpts_eccentricity(kpts)
>>>     scale = 1 / vt.get_scales(kpts)
>>>     #s = ecc if config2_.affine_invariance else scale
>>>     s = scale
>>>     colors = pt.scores_to_color(s, cmap_='jet')
>>>     kwargs['color'] = colors
>>>     kwargs['kpts'] = kpts
>>>     kwargs['ell_linewidth'] = 3
>>>     kwargs['ell_alpha'] = .7
>>> show_chip(ibs, aid, in_image=in_image, config2_=config2_, **kwargs)
>>> pt.show_if_requested()

wbia.viz.viz_chip.show_many_chips(ibs, aid_list, config2_=None, fnum=None, pnum=None, vert=True)

CommandLine:

python -m wbia.viz.viz_chip –test-show_many_chips python -m wbia.viz.viz_chip –test-show_many_chips –show python -m wbia.viz.viz_chip –test-show_many_chips –show –db NNP_Master3 –aids=13276,14047,14489,14906,10194,10201,12656,10150,11002,15315,7191,13127,15591,12838,13970,14123,14167 –no-annote –dpath figures –save ~/latex/crall-candidacy-2015/figures/challengechips.jpg ‘–caption=challenging images’

Example

>>> # ENABLE_DOCTEST
>>> from wbia.viz.viz_chip import *  # NOQA
>>> import numpy as np
>>> in_image = False
>>> ibs, aid_list, kwargs, config2_ = testdata_showchip()
>>> # execute function
>>> show_many_chips(ibs, aid_list, config2_)
>>> ut.show_if_requested()

wbia.viz.viz_chip.testdata_showchip()

wbia.viz.viz_graph module

wbia.viz.viz_graph2 module

wbia.viz.viz_helpers module

wbia.viz.viz_helpers.get_aidstrs(aid_list, **kwargs)

wbia.viz.viz_helpers.get_annot_kpts_in_imgspace(ibs, aid_list, config2_=None, ensure=True)

Transforms keypoints so they are plotable in imagespace

wbia.viz.viz_helpers.get_annot_text(ibs, aid_list, draw_lbls)

wbia.viz.viz_helpers.get_annot_texts(ibs, aid_list, **kwargs)

Add each type of text_list to the strings list

Parameters:

• ibs (IBEISController) – wbia controller object
• aid_list (int) – list of annotation ids

Returns:

annotation_text_list

Return type:

list

CommandLine:

python -m wbia.viz.viz_helpers –test-get_annot_texts

Example

>>> # ENABLE_DOCTEST
>>> from wbia.viz.viz_helpers import *  # NOQA
>>> import wbia
>>> import collections
>>> ibs = wbia.opendb('testdb1')
>>> # Default all kwargs to true
>>> class KwargsProxy(object):
...    def get(self, a, b):
...        return True
>>> kwargs_proxy = KwargsProxy()
>>> aid_list = ibs.get_valid_aids()[::3]
>>> # execute function
>>> annotation_text_list = get_annot_texts(ibs, aid_list, kwargs_proxy=kwargs_proxy)
>>> # verify results
>>> result = ut.repr2(annotation_text_list, nl=1)
>>> print(result)
[
    'aid1, gname=easy1.JPG, name=____, nid=-1, , nGt=0, quality=UNKNOWN, view=left',
    'aid4, gname=hard1.JPG, name=____, nid=-4, , nGt=0, quality=UNKNOWN, view=left',
    'aid7, gname=jeff.png, name=jeff, nid=3, EX, nGt=0, quality=UNKNOWN, view=unknown',
    'aid10, gname=occl2.JPG, name=occl, nid=5, EX, nGt=0, quality=UNKNOWN, view=left',
    'aid13, gname=zebra.jpg, name=zebra, nid=7, EX, nGt=0, quality=UNKNOWN, view=unknown',
]

wbia.viz.viz_helpers.get_bbox_centers(bbox_list)

wbia.viz.viz_helpers.get_bboxes(ibs, aid_list, offset_list=None)

wbia.viz.viz_helpers.get_chips(ibs, aid_list, in_image=False, config2_=None, as_fpath=False)

wbia.viz.viz_helpers.get_image_titles(ibs, gid_list)

wbia.viz.viz_helpers.get_kpts(ibs, aid_list, in_image=False, config2_=None, ensure=True, kpts_subset=None, kpts=None)

wbia.viz.viz_helpers.get_nidstrs(nid_list, **kwargs)

wbia.viz.viz_helpers.get_query_text(ibs, cm, aid2, truth, **kwargs)

returns title based on the query chip and result

Parameters:

• ibs (IBEISController) – wbia controller object
• cm (ChipMatch) – object of feature correspondences and scores
• aid2 (int) – annotation id
• truth (int) – 0, 1, 2

Kwargs:

qaid, score, rawscore, aid2_raw_rank, show_truth, name_score, name_rank, show_name_score, show_name_rank, show_timedelta

Returns:query_text Return type:str

CommandLine:

python -m wbia.viz.viz_helpers –exec-get_query_text

Example

>>> # DISABLE_DOCTEST
>>> from wbia.viz.viz_helpers import *  # NOQA
>>> import wbia
>>> cm, qreq_ = wbia.testdata_cm()
>>> aid2 = cm.get_top_aids()[0]
>>> truth = 1
>>> query_text = get_query_text(ibs, cm, aid2, truth)
>>> result = ('query_text = %s' % (str(query_text),))
>>> print(result)

wbia.viz.viz_helpers.get_timedelta_str(ibs, aid1, aid2)

Parameters:

• ibs (IBEISController) – wbia controller object
• aid1 (int) – annotation id
• aid2 (int) – annotation id

Returns:

timedelta_str

Return type:

str

CommandLine:

python -m wbia.viz.viz_helpers –test-get_timedelta_str

Example

>>> # ENABLE_DOCTEST
>>> from wbia.viz.viz_helpers import *  # NOQA
>>> import wbia
>>> ibs = wbia.opendb('testdb1')
>>> aid1, aid2 = 1, 8
>>> timedelta_str = get_timedelta_str(ibs, aid1, aid2)
>>> result = str(timedelta_str)
>>> print(result)
td(2 hours 28 minutes 22 seconds)

td(+2:28:22) td(02:28:22)

wbia.viz.viz_helpers.get_truth_color(truth, base255=False, lighten_amount=None)

wbia.viz.viz_helpers.get_vsstr(qaid, aid)

wbia.viz.viz_helpers.is_unknown(ibs, nid_list)

wbia.viz.viz_helpers.kp_info(kp)

wbia.viz.viz_helpers.register_FNUMS(FNUMS_)

wbia.viz.viz_helpers.show_keypoint_gradient_orientations(ibs, aid, fx, fnum=None, pnum=None, config2_=None)

wbia.viz.viz_hough module

wbia.viz.viz_hough.show_hough_image(ibs, gid, species=None, fnum=None, **kwargs)

wbia.viz.viz_hough.show_probability_chip(ibs, aid, species=None, fnum=None, config2_=None, blend=False, **kwargs)

TODO: allow species override in controller

CommandLine:

python -m wbia.viz.viz_hough –exec-show_probability_chip –cnn –show python -m wbia.viz.viz_hough –exec-show_probability_chip –cnn –show –db PZ_Master1 python -m wbia.viz.viz_hough –exec-show_probability_chip –cnn –show –db PZ_Master1 –aid 9970

Example

>>> # SCRIPT
>>> from wbia.viz.viz_hough import *  # NOQA
>>> import wbia
>>> from wbia.viz import viz_chip
>>> ibs, aid_list, kwargs, config2_ = viz_chip.testdata_showchip()
>>> fnum = 1
>>> species = None
>>> aid = aid_list[0]
>>> fig, ax = show_probability_chip(ibs, aid, species, fnum, blend=True, **kwargs)
>>> ut.show_if_requested()

wbia.viz.viz_image module

wbia.viz.viz_image.draw_image_overlay(ibs, ax, gid, sel_aids, draw_lbls=True, annote=True)

wbia.viz.viz_image.drive_test_script(ibs)

Test script where we drive around and take pictures of animals both in a given database and not in a given databse to make sure the system works.

CommandLine:

python -m wbia.viz.viz_image –test-drive_test_script python -m wbia.viz.viz_image –test-drive_test_script –db PZ_MTEST –show python -m wbia.viz.viz_image –test-drive_test_script –db GIR_Tanya –show python -m wbia.viz.viz_image –test-drive_test_script –db GIR_Master0 –show python -m wbia.viz.viz_image –test-drive_test_script –db PZ_Master0 –show python -m wbia.viz.viz_image –test-drive_test_script –db PZ_FlankHack –show

python -m wbia.viz.viz_image –test-drive_test_script –db PZ_FlankHack –show python -m wbia.viz.viz_image –test-drive_test_script –dbdir /raid/work2/GIR_Master –show

Example

>>> # DISABLE_DOCTEST
>>> from wbia.viz.viz_image import *  # NOQA
>>> import wbia
>>> ibs = wbia.opendb()
>>> drive_test_script(ibs)

wbia.viz.viz_image.get_annot_annotations(ibs, aid_list, sel_aids=[], draw_lbls=True)

wbia.viz.viz_image.show_image(ibs, gid, sel_aids=[], fnum=None, annote=True, draw_lbls=True, notitle=False, rich_title=False, pnum=(1, 1, 1), **kwargs)

Driver function to show images

Parameters:

• ibs (IBEISController) – wbia controller object
• gid (int) – image row id
• sel_aids (list) –
• fnum (int) – figure number
• annote (bool) –
• draw_lbls (bool) –

Returns:

(fig, ax)

Return type:

tuple

CommandLine:

python -m wbia.viz.viz_image –test-show_image –show python -m wbia.viz.viz_image –test-show_image –show –db GZ_ALL python -m wbia.viz.viz_image –test-show_image –show –db GZ_ALL –gid 100 python -m wbia.viz.viz_image –test-show_image –show –db PZ_MTEST –aid 10

python -m wbia.viz.viz_image –test-show_image –show –db PZ_MTEST –aid 91 –no-annot –rich-title python -m wbia.viz.viz_image –test-show_image –show –db GIR_Tanya –aid 1 –no-annot –rich-title

Example

>>> # SLOW_DOCTEST
>>> # VIZ_TEST
>>> from wbia.viz.viz_image import *  # NOQA
>>> import wbia
>>> # build test data
>>> ibs = wbia.opendb(ut.get_argval('--db', str, 'testdb1'))
>>> #gid = ibs.get_valid_gids()[0]
>>> gid = ut.get_argval('--gid', int, 1)
>>> aid = ut.get_argval('--aid', int, None)
>>> if aid is not None:
>>>    gid = ibs.get_annot_gids(aid)
>>> sel_aids = []
>>> fnum = None
>>> annote = not ut.get_argflag('--no-annot')
>>> rich_title = ut.get_argflag('--rich-title')
>>> draw_lbls = True
>>> # execute function
>>> (fig, ax) = show_image(ibs, gid, sel_aids, fnum, annote, draw_lbls, rich_title)
>>> pt.show_if_requested()

wbia.viz.viz_image.show_multi_images(ibs, gid_list, fnum=None, **kwargs)

Parameters:

• ibs (IBEISController) – wbia controller object
• gid_list (list) –
• fnum (int) – figure number(default = None)

CommandLine:

python -m wbia.viz.viz_image –test-show_multi_images –db NNP_Master3 –gids=7409,7448,4670,7497,7496,7464,7446,7442 –show python -m wbia.viz.viz_image –test-show_multi_images –db NNP_Master3 –gids=1,2,3 –show

Ignore:

>>> # print to 8 gids sorted by num aids
>>> import wbia
>>> ibs = wbia.opendb('NNP_Master3')
>>> gid_list = ibs.get_valid_gids()
>>> aids_list = ibs.get_image_aids(gid_list)
>>> index_list = ut.list_argsort(list(map(len, aids_list)))[::-1]
>>> gid_list = ut.take(gid_list, index_list[0:8])
>>> print(','.join(map(str, gid_list)))

Example

>>> # DISABLE_DOCTEST
>>> from wbia.viz.viz_image import *  # NOQA
>>> import wbia
>>> ibs = wbia.opendb(defaultdb='testdb1')
>>> gid_list = ut.get_argval('--gids', list, default=[1, 2])
>>> fnum = None
>>> result = show_multi_images(ibs, gid_list, fnum, draw_lbls=False, notitle=True, sel_aids='all')
>>> print(result)
>>> ut.show_if_requested()

wbia.viz.viz_matches module

wbia.viz.viz_matches.annotate_matches2(ibs, aid1, aid2, fm, fs, offset1=(0, 0), offset2=(0, 0), xywh2=None, xywh1=None, qreq_=None, **kwargs)

TODO: use this as the main function.

wbia.viz.viz_matches.annotate_matches3(ibs, aid_list, bbox_list, offset_list, name_fm_list, name_fs_list, qreq_=None, **kwargs)

TODO: use this as the main function.

wbia.viz.viz_matches.get_data_annot_pair_info(ibs, aid_list, qreq_, draw_fmatches, scale_down=False, kpts2_list=None, as_fpath=False)

wbia.viz.viz_matches.get_multitruth(ibs, aid_list)

wbia.viz.viz_matches.get_query_annot_pair_info(ibs, qaid, qreq_, draw_fmatches, kpts1=None, as_fpath=False)

wbia.viz.viz_matches.show_matches(ibs, cm, aid2, sel_fm=[], qreq_=None, **kwargs)

DEPRICATE

shows single annotated match result.

Parameters:

• ibs (IBEISController) –
• cm (ChipMatch) – object of feature correspondences and scores
• aid2 (int) – result annotation id
• sel_fm (list) – selected features match indices

Kwargs:

vert (bool)

Returns:(ax, xywh1, xywh2) Return type:tuple

wbia.viz.viz_matches.show_matches2(ibs, aid1, aid2, fm=None, fs=None, fm_norm=None, sel_fm=[], H1=None, H2=None, qreq_=None, **kwargs)

TODO: DEPRICATE and use special case of show_name_matches Integrate ChipMatch

Used in:

Found 1 line(s) in ‘/home/joncrall/code/wbia_cnn/wbia_cnn/ingest_wbia.py’: ingest_wbia.py : 827 | >>> wbia.viz.viz_matches.show_matches2(ibs, aid1, aid2, fm=None, kpts1=kpts1, kpts2=kpts2) ———————- Found 4 line(s) in ‘/home/joncrall/code/wbia/wbia/viz/viz_matches.py’: viz_matches.py : 423 |def show_matches2(ibs, aid1, aid2, fm=None, fs=None, fm_norm=None, sel_fm=[], viz_matches.py : 430 | python -m wbia.viz.viz_matches –exec-show_matches2 –show viz_matches.py : 431 | python -m wbia –tf ChipMatch.ishow_single_annotmatch show_matches2 –show viz_matches.py : 515 | return show_matches2(ibs, aid1, aid2, fm, fs, qreq_=qreq_, **kwargs) ———————- Found 1 line(s) in ‘/home/joncrall/code/wbia/wbia/viz/interact/interact_matches.py’: interact_matches.py : 372 | tup = viz.viz_matches.show_matches2(ibs, self.qaid, self.daid, ———————- Found 2 line(s) in ‘/home/joncrall/code/wbia/wbia/algo/hots/chip_match.py’: chip_match.py : 204 | viz_matches.show_matches2(qreq_.ibs, cm.qaid, daid, qreq_=qreq_, chip_match.py : 219 | wbia.viz.viz_matches.show_matches2 ———————- Found 1 line(s) in ‘/home/joncrall/code/wbia/wbia/algo/hots/scoring.py’: scoring.py : 562 | viz.viz_matches.show_matches2(qreq_.ibs, qaid, daid, fm, fs,

CommandLine:

python -m wbia.viz.viz_matches –exec-show_matches2 –show python -m wbia –tf ChipMatch.ishow_single_annotmatch show_matches2 –show

Example

>>> # DISABLE_DOCTEST
>>> from wbia.algo.hots.chip_match import *  # NOQA
>>> import wbia
>>> cm, qreq_ = wbia.testdata_cm(defaultdb='PZ_MTEST', default_qaids=[18])
>>> cm.score_name_nsum(qreq_)
>>> daid = cm.get_top_aids()[0]
>>> cm.show_single_annotmatch(qreq_, daid)
>>> ut.show_if_requested()

wbia.viz.viz_matches.show_multichip_match(rchip1, rchip2_list, kpts1, kpts2_list, fm_list, fs_list, featflag_list, fnum=None, pnum=None, **kwargs)

move to df2 rchip = rchip1 H = H1 = None target_wh = None

wbia.viz.viz_matches.show_name_matches(ibs, qaid, name_daid_list, name_fm_list, name_fs_list, name_H1_list, name_featflag_list, qreq_=None, **kwargs)

Called from chip_match.py

Parameters:

• ibs (IBEISController) – wbia controller object
• qaid (int) – query annotation id
• name_daid_list (list) –
• name_fm_list (list) –
• name_fs_list (list) –
• name_H1_list (list) –
• name_featflag_list (list) –
• qreq (QueryRequest) – query request object with hyper-parameters(default = None)

Kwargs:

draw_fmatches, name_rank, fnum, pnum, colorbar_, nonvote_mode, fastmode, show_matches, fs, fm_norm, lbl1, lbl2, rect, draw_border, cmap, H1, H2, scale_factor1, scale_factor2, draw_pts, draw_ell, draw_lines, show_nMatches, all_kpts, in_image, show_query, draw_lbl, name_annot_scores, score, rawscore, aid2_raw_rank, show_name, show_nid, show_aid, show_annot_score, show_truth, name_score, show_name_score, show_name_rank, show_timedelta

CommandLine:

python -m wbia.viz.viz_matches –exec-show_name_matches python -m wbia.viz.viz_matches –test-show_name_matches –show

Example

>>> # DISABLE_DOCTEST
>>> from wbia.viz.viz_matches import *  # NOQA
>>> from wbia.algo.hots import chip_match
>>> from wbia.algo.hots import name_scoring
>>> import vtool as vt
>>> from wbia.algo.hots import _pipeline_helpers as plh  # NOQA
>>> import numpy as np
>>> func = chip_match.ChipMatch.show_single_namematch
>>> sourcecode = ut.get_func_sourcecode(func, stripdef=True, stripret=True,
>>>                                     strip_docstr=True)
>>> setup = ut.regex_replace('viz_matches.show_name_matches', '#', sourcecode)
>>> homog = False
>>> print(ut.indent(setup, '>>> '))
>>> ibs, qreq_, cm_list = plh.testdata_post_sver('PZ_MTEST', qaid_list=[1])
>>> cm = cm_list[0]
>>> cm.score_name_nsum(qreq_)
>>> dnid = ibs.get_annot_nids(cm.qaid)
>>> # +--- COPIED SECTION
>>> locals_ = locals()
>>> var_list = ut.exec_func_src(
>>>     func, locals_=locals_,
>>>     sentinal='name_annot_scores = cm.annot_score_list.take(sorted_groupxs')
>>> exec(ut.execstr_dict(var_list))
>>> # L___ COPIED SECTION
>>> kwargs = {}
>>> show_name_matches(ibs, qaid, name_daid_list, name_fm_list,
>>>                   name_fs_list, name_h1_list, name_featflag_list,
>>>                   qreq_=qreq_, **kwargs)
>>> ut.quit_if_noshow()
>>> ut.show_if_requested()

wbia.viz.viz_name module

wbia.viz.viz_name.show_multiple_chips(ibs, aid_list, in_image=True, fnum=0, sel_aids=[], subtitle='', annote=False, **kwargs)

CommandLine:

python -m wbia.viz.viz_name –test-show_multiple_chips –show –no-inimage python -m wbia.viz.viz_name –test-show_multiple_chips –show –db NNP_Master3 –aids=6435,9861,137,6563,9167,12547,9332,12598,13285 –no-inimage –notitle python -m wbia.viz.viz_name –test-show_multiple_chips –show –db NNP_Master3 –aids=137,6563,12547,9332,12598,13285 –no-inimage –notitle –adjust=.05 python -m wbia.viz.viz_name –test-show_multiple_chips –show –db NNP_Master3 –aids=6563,9332,13285,12598 –no-inimage –notitle –adjust=.05 –rc=1,4 python -m wbia.viz.viz_name –test-show_multiple_chips –show –db PZ_Master0 –aids=1288 –no-inimage –notitle –adjust=.05 python -m wbia.viz.viz_name –test-show_multiple_chips –show –db PZ_Master0 –aids=4020,4839 –no-inimage –notitle –adjust=.05

python -m wbia.viz.viz_name –test-show_multiple_chips –db NNP_Master3 –aids=6524,6540,6571,6751 –no-inimage –notitle –adjust=.05 –diskshow

python -m wbia.viz.viz_name –test-show_multiple_chips –db PZ_MTEST -a default:index=0:4 –show –aids=1 –doboth –show –no-inimage

python -m wbia.viz.viz_name –test-show_multiple_chips –db PZ_MTEST –aids=1 –doboth –show –no-inimage python -m wbia.viz.viz_name –test-show_multiple_chips –db PZ_MTEST –aids=1 –doboth –rc=2,1 –show –no-inimage python -m wbia.viz.viz_name –test-show_multiple_chips –db PZ_MTEST –aids=1 –doboth –rc=2,1 –show –notitle –trydrawline –no-draw_lbls python -m wbia.viz.viz_name –test-show_multiple_chips –db PZ_MTEST –aids=1,2 –doboth –show –notitle –trydrawline

python -m wbia.viz.viz_name –test-show_multiple_chips –db PZ_MTEST –aids=1,2,3,4,5 –doboth –rc=2,5 –show –chrlbl –trydrawline –qualtitle –no-figtitle –notitle –doboth –doboth –show

python -m wbia.viz.viz_name –test-show_multiple_chips –db NNP_Master3 –aids=15419 –doboth –rc=2,1 –show –notitle –trydrawline –no-draw_lbls

Example

>>> # DISABLE_DOCTEST
>>> from wbia.viz.viz_name import *  # NOQA
>>> import wbia
>>> ibs, aid_list, in_image = testdata_multichips()
>>> if True:
>>>     import matplotlib as mpl
>>>     from wbia.scripts.thesis import TMP_RC
>>>     mpl.rcParams.update(TMP_RC)
>>> fnum = 0
>>> sel_aids = []
>>> subtitle = ''
>>> annote = False
>>> fig = show_multiple_chips(ibs, aid_list, in_image, fnum, sel_aids, subtitle, annote)
>>> ut.quit_if_noshow()
>>> fig.canvas.draw()
>>> ut.show_if_requested()

wbia.viz.viz_name.show_name(ibs, nid, in_image=True, fnum=0, sel_aids=[], subtitle='', annote=False, aid_list=None, index_list=None, **kwargs)

Parameters:

• ibs (IBEISController) – wbia controller object
• nid –
• in_image (bool) –
• fnum (int) – figure number
• sel_aids (list) –
• subtitle (str) –
• annote (bool) –

CommandLine:

python -m wbia.viz.viz_name –test-show_name –dpath ~/latex/crall-candidacy-2015 –save ‘figures/{name}.jpg’ –no-figtitle –notitle –db NNP_Master3 –figsize=9,4 –clipwhite –dpi=180 –adjust=.05 –index_list=[0,1,2,3] –rc=2,4 –append temp_out_figure.tex –name=IBEIS_PZ_0739 –no-draw_lbls –doboth –no-inimage –diskshow

python -m wbia.viz.viz_name –test-show_name –no-figtitle –notitle –db NNP_Master3 –figsize=9,4 –clipwhite –dpi=180 –adjust=.05 –index_list=[0,1,2,3] –rc=2,4 –append temp_out_figure.tex –name=IBEIS_PZ_0739 –no-draw_lbls –doboth –no-inimage –show

python -m wbia.viz.viz_name –test-show_name –show

Example

>>> # DISABLE_DOCTEST
>>> from wbia.viz.viz_name import *  # NOQA
>>> ibs, nid, in_image, index_list = testdata_showname()
>>> fnum = 0
>>> sel_aids = []
>>> subtitle = ''
>>> annote = False
>>> # execute function
>>> show_name(ibs, nid, in_image, fnum, sel_aids, subtitle, annote, index_list=index_list)
>>> ut.show_if_requested()

wbia.viz.viz_name.show_name_of(ibs, aid, **kwargs)

wbia.viz.viz_name.testdata_multichips()

wbia.viz.viz_name.testdata_showname()

wbia.viz.viz_nearest_descriptors module

wbia.viz.viz_nearest_descriptors.get_annotfeat_nn_index(ibs, qaid, qfx, qreq_=None)

wbia.viz.viz_nearest_descriptors.show_nearest_descriptors(ibs, qaid, qfx, fnum=None, stride=5, qreq_=None, **kwargs)

Parameters:

• ibs (wbia.IBEISController) – image analysis api
• qaid (int) – query annotation id
• qfx (int) – query feature index
• fnum (int) – figure number
• stride (int) –
• consecutive_distance_compare (bool) –

CommandLine:

# Find a good match to inspect python -m wbia.viz.interact.interact_matches –test-testdata_match_interact –show –db PZ_MTEST –qaid 3

# Now inspect it python -m wbia.viz.viz_nearest_descriptors –test-show_nearest_descriptors –show –db PZ_MTEST –qaid 3 –qfx 879 python -m wbia.viz.viz_nearest_descriptors –test-show_nearest_descriptors –show python -m wbia.viz.viz_nearest_descriptors –test-show_nearest_descriptors –db PZ_MTEST –qaid 3 –qfx 879 –diskshow –save foo.png –dpi=256

SeeAlso:

plottool.viz_featrow ~/code/plottool/plottool/viz_featrow.py

Example

>>> # DISABLE_DOCTEST
>>> from wbia.viz.viz_nearest_descriptors import *  # NOQA
>>> import wbia
>>> # build test data
>>> if True:
>>>     import matplotlib as mpl
>>>     from wbia.scripts.thesis import TMP_RC
>>>     mpl.rcParams.update(TMP_RC)
>>> qreq_ = wbia.testdata_qreq_()
>>> ibs = wbia.opendb('PZ_MTEST')
>>> qaid = qreq_.qaids[0]
>>> qfx = ut.get_argval('--qfx', type_=None, default=879)
>>> fnum = None
>>> stride = 5
>>> # execute function
>>> skip = False
>>> result = show_nearest_descriptors(ibs, qaid, qfx, fnum, stride,
>>>                                   draw_chip=True,
>>>                                   draw_warped=True,
>>>                                   draw_unwarped=False,
>>>                                   draw_desc=False, qreq_=qreq_)
>>> # verify results
>>> print(result)
>>> pt.show_if_requested()

wbia.viz.viz_nearest_descriptors.show_top_featmatches(qreq_, cm_list)

Parameters:

• qreq (wbia.QueryRequest) – query request object with hyper-parameters
• cm_list (list) –

SeeAlso:

python -m wbia –tf TestResult.draw_feat_scoresep –show –db PZ_MTEST -t best:lnbnn_on=True,lnbnn_normalizer=normlnbnn-test -a default –sephack

python -m wbia –tf TestResult.draw_feat_scoresep –show –db PZ_Master1 -t best:lnbnn_on=True -a timectrl –sephack python -m wbia –tf TestResult.draw_feat_scoresep –show –db PZ_MTEST -t best:lnbnn_on=True -a default:size=30 –sephack python -m wbia –tf TestResult.draw_feat_scoresep –show –db PZ_MTEST -t best:K=1,Knorm=5,lnbnn_on=True -a default:size=30 –sephack python -m wbia –tf TestResult.draw_feat_scoresep –show –db PZ_MTEST -t best:K=1,Knorm=3,lnbnn_on=True -a default –sephack

CommandLine:

python -m wbia.viz.viz_nearest_descriptors –exec-show_top_featmatches –show

Example

>>> # DISABLE_DOCTEST
>>> from wbia.viz.viz_nearest_descriptors import *  # NOQA
>>> import wbia
>>> cm_list, qreq_ = wbia.testdata_cmlist(defaultdb='PZ_MTEST',
>>>                                        a=['default:has_none=mother,size=30'])
>>> show_top_featmatches(qreq_, cm_list)
>>> ut.quit_if_noshow()
>>> import wbia.plottool as pt
>>> ut.show_if_requested()

wbia.viz.viz_other module

wbia.viz.viz_qres module

wbia.viz.viz_qres.show_qres(ibs, cm, qreq_=None, **kwargs)

Display Query Result Logic Defaults to: query chip, groundtruth matches, and top matches

Parameters:

• ibs (wbia.IBEISController) – wbia controller object
• cm (wbia.ChipMatch) – object of feature correspondences and scores
• qreq (wbia.QueryRequest) – query request object with hyper-parameters(default = None)

Kwargs:

annot_mode, figtitle, make_figtitle, aug, top_aids, all_kpts, show_query, in_image, sidebyside, name_scoring, max_nCols, failed_to_match, fnum in_image (bool) show result in image view if True else chip view annot_mode (int):

if annot_mode == 0, then draw lines and ellipse elif annot_mode == 1, then dont draw lines or ellipse elif annot_mode == 2, then draw only lines elif annot_mode == 3, draw heatmask only

See: viz_matches.show_name_matches, viz_helpers.get_query_text

Returns:fig Return type:mpl.Figure

CommandLine:

./main.py –query 1 -y –db PZ_MTEST –noshow-qres python -m wbia.viz.viz_qres show_qres –show python -m wbia.viz.viz_qres show_qres –show –top-aids=10 –db=PZ_MTEST

–sidebyside –annot_mode=0 –notitle –no-viz_name_score –qaids=5 –max_nCols=2 –adjust=.01,.01,.01

Example

>>> # DISABLE_DOCTEST
>>> from wbia.viz.viz_qres import *  # NOQA
>>> import wbia
>>> cm, qreq_ = wbia.testdata_cm()
>>> kwargs = dict(
>>>     top_aids=ut.get_argval('--top-aids', type_=int, default=3),
>>>     sidebyside=not ut.get_argflag('--no-sidebyside'),
>>>     annot_mode=ut.get_argval('--annot_mode', type_=int, default=1),
>>>     viz_name_score=not ut.get_argflag('--no-viz_name_score'),
>>>     simplemode=ut.get_argflag('--simplemode'),
>>>     max_nCols=ut.get_argval('--max_nCols', type_=int, default=None)
>>> )
>>> ibs = qreq_.ibs
>>> fig = show_qres(ibs, cm, show_query=False, qreq_=qreq_, **kwargs)
>>> ut.show_if_requested()

wbia.viz.viz_qres.show_qres_analysis(ibs, cm, qreq_=None, **kwargs)

Wrapper around show_qres.

KWARGS:

aid_list - show matches against aid_list (default top 3)

Parameters:

• ibs (IBEISController) – wbia controller object
• cm (ChipMatch) – object of feature correspondences and scores
• qreq (QueryRequest) – query request object with hyper-parameters(default = None)

Kwargs:

N, show_gt, show_query, aid_list, figtitle, viz_name_score, viz_name_score

CommandLine:

python -m wbia.viz.viz_qres –exec-show_qres_analysis –show

Example

>>> # ENABLE_DOCTEST
>>> from wbia.viz.viz_qres import *  # NOQA
>>> import wbia
>>> cm, qreq_ = wbia.testdata_cm(
>>>     defaultdb='PZ_MTEST', default_qaids=[1],
>>>     default_daids=[2, 3, 4, 5, 6, 7, 8, 9])
>>> kwargs = dict(show_query=False, viz_name_score=True,
>>>               show_timedelta=True, N=3, show_gf=True)
>>> ibs = qreq_.ibs
>>> show_qres_analysis(ibs, cm, qreq_, **kwargs)
>>> ut.show_if_requested()

Example

>>> # ENABLE_DOCTEST
>>> from wbia.viz.viz_qres import *  # NOQA
>>> import wbia
>>> cm, qreq_ = wbia.testdata_cm(
>>>     defaultdb='PZ_MTEST', default_qaids=[1],
>>>     default_daids=[2])
>>> kwargs = dict(show_query=False, viz_name_score=True,
>>>               show_timedelta=True, N=3, show_gf=True)
>>> ibs = qreq_.ibs
>>> show_qres_analysis(ibs, cm, qreq_, **kwargs)
>>> ut.show_if_requested()

wbia.viz.viz_qres.show_qres_top(ibs, cm, qreq_=None, **kwargs)

Wrapper around show_qres.

wbia.viz.viz_sver module

wbia.viz.viz_sver.show_sver(ibs, aid1, aid2, chipmatch_FILT=None, aid2_svtup=None, config2_=None, **kwargs)

Compiles IBEIS information and sends it to plottool

CommandLine:

python -m wbia.viz.viz_sver –test-show_sver –show

Example

>>> # SLOW_DOCTEST
>>> from wbia.viz.viz_sver import *   # NOQA
>>> import wbia
>>> import utool as ut
>>> ibs = wbia.opendb('testdb1')
>>> aid_list = ibs.get_valid_aids()
>>> aid1, aid2 = aid_list[0:2]
>>> chipmatch_FILT = None
>>> aid2_svtup = None
>>> kwargs = {}
>>> show_sver(ibs, aid1, aid2)
>>> ut.quit_if_noshow()
>>> import wbia.plottool as pt
>>> exec(pt.present())

Module contents