def show_each_dstncvs_chip(self, dodraw=True):
"""
CommandLine:
python -m ibeis.viz.interact.interact_matches --test-show_each_dstncvs_chip --show
Example:
>>> # DISABLE_DOCTEST
>>> from ibeis.viz.interact.interact_matches import * # NOQA
>>> self = testdata_match_interact(mx=1)
>>> self.show_each_dstncvs_chip(dodraw=False)
>>> pt.show_if_requested()
"""
dstncvs1, dstncvs2 = scoring.get_kpts_distinctiveness(self.ibs,
[self.qaid,
self.daid])
print('dstncvs1_stats = ' + ut.get_stats_str(dstncvs1))
print('dstncvs2_stats = ' + ut.get_stats_str(dstncvs2))
weight_label = 'dstncvs'
showkw = dict(weight_label=weight_label, ell=False, pts=True)
viz_chip.show_chip(self.ibs, self.qaid, weights=dstncvs1,
fnum=pt.next_fnum(), **showkw)
viz_chip.show_chip(self.ibs, self.daid, weights=dstncvs2,
fnum=pt.next_fnum(), **showkw)
if dodraw:
#self.draw()
pt.draw()
def on_click_inside(self, event, ax):
import plottool as pt
viztype = ph.get_plotdat(ax, 'viztype', None)
print('[ik] viztype=%r' % viztype)
if viztype is None:
pass
elif viztype == 'keypoints':
kpts = ph.get_plotdat(ax, 'kpts', [])
if len(kpts) == 0:
print('...nokpts')
else:
print('...nearest')
x, y = event.xdata, event.ydata
fx = ut.nearest_point(x, y, kpts)[0]
self._select_ith_kpt(fx)
elif viztype == 'warped':
hs_fx = ph.get_plotdat(ax, 'fx', None)
if hs_fx is not None:
kp = self.kpts[hs_fx] # FIXME
sift = self.vecs[hs_fx]
df2.draw_keypoint_gradient_orientations(self.chip,
kp,
sift=sift,
mode='vec',
fnum=pt.next_fnum())
pt.draw()
elif viztype.startswith('colorbar'):
pass
else:
print('...unhandled')
self.draw()
def on_click_inside(self, event, ax):
import plottool as pt
viztype = ph.get_plotdat(ax, 'viztype', None)
print('[ik] viztype=%r' % viztype)
if viztype is None:
pass
elif viztype == 'keypoints':
kpts = ph.get_plotdat(ax, 'kpts', [])
if len(kpts) == 0:
print('...nokpts')
else:
print('...nearest')
x, y = event.xdata, event.ydata
fx = ut.nearest_point(x, y, kpts)[0]
self._select_ith_kpt(fx)
elif viztype == 'warped':
hs_fx = ph.get_plotdat(ax, 'fx', None)
if hs_fx is not None:
kp = self.kpts[hs_fx] # FIXME
sift = self.vecs[hs_fx]
df2.draw_keypoint_gradient_orientations(self.chip, kp,
sift=sift, mode='vec',
fnum=pt.next_fnum())
pt.draw()
elif viztype.startswith('colorbar'):
pass
else:
print('...unhandled')
self.draw()
def show_each_fgweight_chip(self):
viz_chip.show_chip(self.ibs, self.qaid, fnum=pt.next_fnum(),
weight_label='fg_weights')
viz_chip.show_chip(self.ibs, self.daid, fnum=pt.next_fnum(),
weight_label='fg_weights')
#self.draw()
pt.draw()
def query_last_feature(self):
ibs = self.ibs
qaid = self.qaid
viz.show_nearest_descriptors(ibs, qaid, self.last_fx, pt.next_fnum(),
qreq_=self.qreq_, draw_chip=True)
fig3 = pt.gcf()
ih.connect_callback(fig3, 'button_press_event', self.on_click)
pt.draw()
def sv_view(self, dodraw=True):
""" spatial verification view
"""
#fnum = viz.FNUMS['special']
aid = self.daid
fnum = pt.next_fnum()
fig = pt.figure(fnum=fnum, docla=True, doclf=True)
ih.disconnect_callback(fig, 'button_press_event')
viz.viz_sver.show_sver(self.ibs, self.qaid, aid2=aid, fnum=fnum)
if dodraw:
#self.draw()
pt.draw()
def show_coverage(self, dodraw=True):
"""
CommandLine:
python -m ibeis.viz.interact.interact_matches --test-show_coverage --show
python -m ibeis.viz.interact.interact_matches --test-show_coverage
Example:
>>> # DISABLE_DOCTEST
>>> from ibeis.viz.interact.interact_matches import * # NOQA
>>> self = testdata_match_interact(mx=1)
>>> self.show_coverage(dodraw=False)
>>> pt.show_if_requested()
"""
masks_list = scoring.get_masks(self.qreq_, self.cm)
scoring.show_coverage_mask(self.qreq_, self.cm, masks_list)
if dodraw:
#self.draw()
pt.draw()
def _wrp():
import plottool as pt
ret = func()
pt.draw()
return ret
def test_featweight_worker():
"""
test function
python -m ibeis.algo.preproc.preproc_featweight --test-gen_featweight_worker --show --cnn
"""
import ibeis
qreq_ = ibeis.main_helpers.testdata_qreq_(defaultdb='PZ_MTEST', p=['default:fw_detector=cnn'], qaid_override=[1])
ibs = qreq_.ibs
config2_ = qreq_.qparams
lazy = True
aid_list = qreq_.get_external_qaids()
#aid_list = ibs.get_valid_aids()[0:30]
kpts_list = ibs.get_annot_kpts(aid_list)
chipsize_list = ibs.get_annot_chip_sizes(aid_list, config2_=config2_)
probchip_fpath_list = preproc_probchip.compute_and_write_probchip(ibs,
aid_list,
lazy=lazy,
config2_=config2_)
print('probchip_fpath_list = %r' % (probchip_fpath_list,))
probchip_list = [vt.imread(fpath, grayscale=True) if exists(fpath) else None
for fpath in probchip_fpath_list]
_iter = list(zip(aid_list, kpts_list, probchip_list, chipsize_list))
_iter = ut.InteractiveIter(_iter, enabled=ut.get_argflag('--show'))
for aid, kpts, probchip, chipsize in _iter:
#kpts = kpts_list[0]
#aid = aid_list[0]
#probchip = probchip_list[0]
#chipsize = chipsize_list[0]
tup = (aid, kpts, probchip, chipsize)
(aid, weights) = gen_featweight_worker(tup)
if aid == 3 and ibs.get_dbname() == 'testdb1':
# Run Asserts if not interactive
weights_03_test = weights[0:3]
print('weights[0:3] = %r' % (weights_03_test,))
#weights_03_target = [ 0.098, 0.155, 0.422]
#weights_03_target = [ 0.324, 0.407, 0.688]
#weights_thresh = [ 0.09, 0.09, 0.09]
#ut.assert_almost_eq(weights_03_test, weights_03_target, weights_thresh)
ut.assert_inbounds(weights_03_test, 0, 1)
if not ut.show_was_requested():
break
if ut.show_was_requested():
import plottool as pt
#sfx, sfy = (probchip.shape[1] / chipsize[0], probchip.shape[0] / chipsize[1])
#kpts_ = vt.offset_kpts(kpts, (0, 0), (sfx, sfy))
pnum_ = pt.make_pnum_nextgen(1, 3) # *pt.get_square_row_cols(4))
fnum = 1
pt.figure(fnum=fnum, doclf=True)
###
pt.imshow(ibs.get_annot_chips(aid, config2_=config2_), pnum=pnum_(0), fnum=fnum)
if ut.get_argflag('--numlbl'):
pt.gca().set_xlabel('(1)')
###
pt.imshow(probchip, pnum=pnum_(2), fnum=fnum)
if ut.get_argflag('--numlbl'):
pt.gca().set_xlabel('(2)')
#pt.draw_kpts2(kpts_, ell_alpha=.4, color_list=pt.ORANGE)
###
#pt.imshow(probchip, pnum=pnum_(3), fnum=fnum)
#color_list = pt.draw_kpts2(kpts_, weights=weights, ell_alpha=.7, cmap_='jet')
#cb = pt.colorbar(weights, color_list)
#cb.set_label('featweights')
###
pt.imshow(ibs.get_annot_chips(aid, config2_=qreq_.qparams), pnum=pnum_(1), fnum=fnum)
#color_list = pt.draw_kpts2(kpts, weights=weights, ell_alpha=.3, cmap_='jet')
color_list = pt.draw_kpts2(kpts, weights=weights, ell_alpha=.3)
cb = pt.colorbar(weights, color_list)
cb.set_label('featweights')
if ut.get_argflag('--numlbl'):
pt.gca().set_xlabel('(3)')
#pt.draw_kpts2(kpts, ell_alpha=.4)
pt.draw()
pt.show_if_requested()
def show_each_probchip(self):
viz_hough.show_probability_chip(self.ibs, self.qaid, fnum=pt.next_fnum())
viz_hough.show_probability_chip(self.ibs, self.daid, fnum=pt.next_fnum())
pt.draw()
def show_each_chip(self):
viz_chip.show_chip(self.ibs, self.qaid, fnum=pt.next_fnum(), nokpts=True)
viz_chip.show_chip(self.ibs, self.daid, fnum=pt.next_fnum(), nokpts=True)
pt.draw()
