def on_click_inside(self, event, ax):
from plottool import plot_helpers as ph
(x, y) = (event.xdata, event.ydata)
viztype = ph.get_plotdat(ax, "viztype", "")
if event.button == 3:
self.show_popup_menu(self.get_popup_options(), event)
return
# key = '' if event.key is None else event.key
# ctrl_down = key.find('control') == 0
if viztype == "matches":
if len(self.fm) == 0:
print("[inter] no feature matches to click")
else:
# Normal Click
# Select nearest feature match to the click
kpts1_m = self.kpts1[self.fm[:, 0]]
kpts2_m = self.kpts2[self.fm[:, 1]]
x2, y2, w2, h2 = self.xywh2
_mx1, _dist1 = ut.nearest_point(x, y, kpts1_m)
_mx2, _dist2 = ut.nearest_point(x - x2, y - y2, kpts2_m)
mx = _mx1 if _dist1 < _dist2 else _mx2
print("... clicked mx=%r" % mx)
self.select_ith_match(mx)
elif viztype in ["warped", "unwarped"]:
pass
# hs_aid = ax.__dict__.get('_hs_aid', None)
# hs_fx = ax.__dict__.get('_hs_fx', None)
# if hs_aid is not None and viztype == 'unwarped':
# ishow_chip(ibs, hs_aid, fx=hs_fx, fnum=pt.next_fnum())
# elif hs_aid is not None and viztype == 'warped':
# viz.show_keypoint_gradient_orientations(ibs, hs_aid,
# hs_fx, fnum=pt.next_fnum())
# Click in match axes
# elif viztype == 'matches' and ctrl_down:
# # Ctrl-Click
# print('.. control click')
# return self.sv_view()
elif viztype.startswith("colorbar"):
# Hack to get a specific scoring feature
sortx = self.fs.argsort()
idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
mx = sortx[idx]
(fx1, fx2) = self.fm[mx]
(fx1, fx2) = self.fm[mx]
print("... selected score at rank idx=%r" % (idx,))
print("... selected score with fs=%r" % (self.fs[mx],))
print("... resolved to mx=%r" % mx)
print("... fx1, fx2 = %r, %r" % (fx1, fx2))
self.select_ith_match(mx)
else:
print("...Unknown viztype: %r" % viztype)
self.draw()
def on_click_inside(self, event, ax):
from plottool import plot_helpers as ph
(x, y) = (event.xdata, event.ydata)
viztype = ph.get_plotdat(ax, 'viztype', '')
if event.button == 3:
self.show_popup_menu(self.get_popup_options(), event)
return
#key = '' if event.key is None else event.key
#ctrl_down = key.find('control') == 0
if viztype == 'matches':
if len(self.fm) == 0:
print('[inter] no feature matches to click')
else:
# Normal Click
# Select nearest feature match to the click
kpts1_m = self.kpts1[self.fm[:, 0]]
kpts2_m = self.kpts2[self.fm[:, 1]]
x2, y2, w2, h2 = self.xywh2
_mx1, _dist1 = ut.nearest_point(x, y, kpts1_m)
_mx2, _dist2 = ut.nearest_point(x - x2, y - y2, kpts2_m)
mx = _mx1 if _dist1 < _dist2 else _mx2
print('... clicked mx=%r' % mx)
self.select_ith_match(mx)
elif viztype in ['warped', 'unwarped']:
pass
#hs_aid = ax.__dict__.get('_hs_aid', None)
#hs_fx = ax.__dict__.get('_hs_fx', None)
#if hs_aid is not None and viztype == 'unwarped':
# ishow_chip(ibs, hs_aid, fx=hs_fx, fnum=pt.next_fnum())
#elif hs_aid is not None and viztype == 'warped':
# viz.show_keypoint_gradient_orientations(ibs, hs_aid,
# hs_fx, fnum=pt.next_fnum())
# Click in match axes
#elif viztype == 'matches' and ctrl_down:
# # Ctrl-Click
# print('.. control click')
# return self.sv_view()
elif viztype.startswith('colorbar'):
# Hack to get a specific scoring feature
sortx = self.fs.argsort()
idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
mx = sortx[idx]
(fx1, fx2) = self.fm[mx]
(fx1, fx2) = self.fm[mx]
print('... selected score at rank idx=%r' % (idx,))
print('... selected score with fs=%r' % (self.fs[mx],))
print('... resolved to mx=%r' % mx)
print('... fx1, fx2 = %r, %r' % (fx1, fx2,))
self.select_ith_match(mx)
else:
print('...Unknown viztype: %r' % viztype)
self.draw()
def _click_matches_click(event):
print_('[inter] clicked matches')
if event is None:
return
button = event.button
is_right_click = button == 3
if is_right_click:
return
(x, y, ax) = (event.xdata, event.ydata, event.inaxes)
# Out of axes click
if None in [x, y, ax]:
print('... out of axis')
_chipmatch_view()
viz.draw()
return
viztype = vh.get_ibsdat(ax, 'viztype', '')
print_('[ir] viztype=%r ' % viztype)
key = '' if event.key is None else event.key
print_('key=%r ' % key)
ctrl_down = key.find('control') == 0
# Click in match axes
if viztype == 'matches' and ctrl_down:
# Ctrl-Click
print('.. control click')
return _sv_view(aid)
elif viztype == 'matches':
if len(fm) == 0:
print('[inter] no feature matches to click')
else:
# Normal Click
# Select nearest feature match to the click
kpts1, kpts2 = ibs.get_annot_kpts([qaid, aid])
kpts1_m = kpts1[fm[:, 0]]
kpts2_m = kpts2[fm[:, 1]]
x2, y2, w2, h2 = xywh2_ptr[0]
_mx1, _dist1 = utool.nearest_point(x, y, kpts1_m)
_mx2, _dist2 = utool.nearest_point(x - x2, y - y2, kpts2_m)
mx = _mx1 if _dist1 < _dist2 else _mx2
print('... clicked mx=%r' % mx)
_select_ith_match(mx, qaid, aid)
elif viztype in ['warped', 'unwarped']:
hs_aid = ax.__dict__.get('_hs_aid', None)
hs_fx = ax.__dict__.get('_hs_fx', None)
if hs_aid is not None and viztype == 'unwarped':
ishow_chip(ibs, hs_aid, fx=hs_fx, fnum=df2.next_fnum())
elif hs_aid is not None and viztype == 'warped':
viz.show_keypoint_gradient_orientations(ibs, hs_aid, hs_fx, fnum=df2.next_fnum())
else:
print('...Unknown viztype: %r' % viztype)
viz.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_image_click(event):
printDBG('[inter] clicked image')
if ih.clicked_outside_axis(event):
# Toggle draw lbls
kwargs['draw_lbls'] = not kwargs.get('draw_lbls', True)
_image_view(**kwargs)
else:
ax = event.inaxes
viztype = vh.get_ibsdat(ax, 'viztype')
annotation_centers = vh.get_ibsdat(ax, 'annotation_centers', default=[])
printDBG(' annotation_centers=%r' % annotation_centers)
printDBG(' viztype=%r' % viztype)
if len(annotation_centers) == 0:
print(' ...no chips exist to click')
return
x, y = event.xdata, event.ydata
# Find ANNOTATION center nearest to the clicked point
aid_list = vh.get_ibsdat(ax, 'aid_list', default=[])
centx, _dist = ut.nearest_point(x, y, annotation_centers)
aid = aid_list[centx]
print(' ...clicked aid=%r' % aid)
if select_callback is not None:
# HACK, should just implement this correctly here
select_callback(gid, sel_aids=[aid], fnum=self.fnum)
else:
_image_view(sel_aids=[aid])
viz.draw()
def _on_image_click(event):
printDBG('[inter] clicked image')
if ih.clicked_outside_axis(event):
# Toggle draw lbls
kwargs['draw_lbls'] = not kwargs.get('draw_lbls', True)
_image_view(**kwargs)
else:
ax = event.inaxes
viztype = vh.get_ibsdat(ax, 'viztype')
annotation_centers = vh.get_ibsdat(ax,
'annotation_centers',
default=[])
printDBG(' annotation_centers=%r' % annotation_centers)
printDBG(' viztype=%r' % viztype)
if len(annotation_centers) == 0:
print(' ...no chips exist to click')
return
x, y = event.xdata, event.ydata
# Find ANNOTATION center nearest to the clicked point
aid_list = vh.get_ibsdat(ax, 'aid_list', default=[])
centx, _dist = ut.nearest_point(x, y, annotation_centers)
aid = aid_list[centx]
print(' ...clicked aid=%r' % aid)
if select_callback is not None:
# HACK, should just implement this correctly here
select_callback(gid, sel_aids=[aid], fnum=self.fnum)
else:
_image_view(sel_aids=[aid])
viz.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_keypoints_click(event):
print('[viz] clicked keypoint view')
if event is None or event.xdata is None or event.inaxes is None:
annote_ptr[0] = (annote_ptr[0] + 1) % 3
mode = annote_ptr[0]
ell = mode == 1
pts = mode == 2
print('... default kpts view mode=%r' % mode)
_viz_keypoints(fnum, ell=ell, pts=pts,
**kwargs) # MAYBE: remove kwargs
else:
ax = event.inaxes
viztype = ph.get_plotdat(ax, 'viztype', None)
print('[ik] viztype=%r' % viztype)
if 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]
_select_ith_kpt(fx)
elif viztype == 'warped':
hs_fx = ph.get_plotdat(ax, 'fx', None)
#kpts = ph.get_plotdat(ax, 'kpts', [])
if hs_fx is not None:
# Ugly. Interactions should be changed to classes.
kp = self.kpts[hs_fx] # FIXME
sift = self.vecs[hs_fx]
df2.draw_keypoint_gradient_orientations(
chip, kp, sift=sift, mode='vec', fnum=df2.next_fnum())
elif viztype.startswith('colorbar'):
pass
# Hack to get a specific scoring feature
#sortx = self.fs.argsort()
#idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
#mx = sortx[idx]
#(fx1, fx2) = self.fm[mx]
#(fx1, fx2) = self.fm[mx]
#print('... selected score at rank idx=%r' % (idx,))
#print('... selected score with fs=%r' % (self.fs[mx],))
#print('... resolved to mx=%r' % mx)
#print('... fx1, fx2 = %r, %r' % (fx1, fx2,))
#self.select_ith_match(mx)
else:
print('...unhandled')
ph.draw()
def _on_keypoints_click(event):
print('[viz] clicked keypoint view')
if event is None or event.xdata is None or event.inaxes is None:
annote_ptr[0] = (annote_ptr[0] + 1) % 3
mode = annote_ptr[0]
ell = mode == 1
pts = mode == 2
print('... default kpts view mode=%r' % mode)
_viz_keypoints(fnum, ell=ell, pts=pts, **kwargs) # MAYBE: remove kwargs
else:
ax = event.inaxes
viztype = ph.get_plotdat(ax, 'viztype', None)
print('[ik] viztype=%r' % viztype)
if 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]
_select_ith_kpt(fx)
elif viztype == 'warped':
hs_fx = ph.get_plotdat(ax, 'fx', None)
#kpts = ph.get_plotdat(ax, 'kpts', [])
if hs_fx is not None:
# Ugly. Interactions should be changed to classes.
kp = self.kpts[hs_fx] # FIXME
sift = self.vecs[hs_fx]
df2.draw_keypoint_gradient_orientations(chip, kp, sift=sift, mode='vec',
fnum=df2.next_fnum())
elif viztype.startswith('colorbar'):
pass
# Hack to get a specific scoring feature
#sortx = self.fs.argsort()
#idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
#mx = sortx[idx]
#(fx1, fx2) = self.fm[mx]
#(fx1, fx2) = self.fm[mx]
#print('... selected score at rank idx=%r' % (idx,))
#print('... selected score with fs=%r' % (self.fs[mx],))
#print('... resolved to mx=%r' % mx)
#print('... fx1, fx2 = %r, %r' % (fx1, fx2,))
#self.select_ith_match(mx)
else:
print('...unhandled')
ph.draw()
def on_click(self, event):
aid = self.daid
qaid = self.qaid
ibs = self.ibs
xywh2_ptr = self.xywh2_ptr
print('[inter] clicked matches')
if event is None:
return
button = event.button
is_right_click = button == 3
# Out of axes click
(x, y, ax) = (event.xdata, event.ydata, event.inaxes)
if None in [x, y, ax]:
in_axis = False
if not is_right_click:
print('... out of axis')
self.chipmatch_view()
viz.draw()
return
else:
in_axis = True
if in_axis:
viztype = vh.get_ibsdat(ax, 'viztype', '')
is_match_type = viztype in ['matches', 'multi_match']
print('[ir] viztype=%r ' % viztype)
else:
is_match_type = False
viztype = ''
if is_right_click:
from ibeis.gui import inspect_gui
options = []
if is_match_type:
options += inspect_gui.get_aidpair_context_menu_options(
self.ibs,
self.qaid,
self.daid,
self.cm,
qreq_=self.qreq_,
#update_callback=self.show_page,
#backend_callback=None, aid_list=aid_list)
)
options += [
('Toggle same_fig', self.toggle_samefig),
('Toggle vert', self.toggle_vert),
('query last feature', self.query_last_feature),
('show each chip', self.show_each_chip),
('show each distinctiveness chip',
self.show_each_dstncvs_chip),
('show each foreground weight chip',
self.show_each_fgweight_chip),
('show each probchip', self.show_each_probchip),
('show coverage', self.show_coverage),
#('show each probchip', self.query_last_feature),
]
#options.append(('name_interaction', self.name_interaction))
if self.H1 is not None:
options.append(('Toggle homog', self.toggle_homog))
if ut.is_developer():
options.append(('dev_reload', self.dev_reload))
options.append(('dev_embed', self.dev_embed))
#options.append(('cancel', lambda: print('cancel')))
self.show_popup_menu(options, event)
return
if in_axis:
key = '' if event.key is None else event.key
print('key=%r ' % key)
ctrl_down = key.find('control') == 0
# Click in match axes
if is_match_type and ctrl_down:
# Ctrl-Click
print('.. control click')
return self.sv_view()
elif is_match_type:
if len(self.fm) == 0:
print('[inter] no feature matches to click')
else:
# Normal Click
# Select nearest feature match to the click
kpts1 = ibs.get_annot_kpts([qaid],
config2_=self.query_config2_)[0]
kpts2 = ibs.get_annot_kpts([aid],
config2_=self.data_config2_)[0]
kpts1_m = kpts1[self.fm.T[0]]
kpts2_m = kpts2[self.fm.T[1]]
x2, y2, w2, h2 = xywh2_ptr[0]
_mx1, _dist1 = ut.nearest_point(x, y, kpts1_m)
_mx2, _dist2 = ut.nearest_point(x - x2, y - y2, kpts2_m)
mx = _mx1 if _dist1 < _dist2 else _mx2
(fx1, fx2) = self.fm[mx]
print('... clicked mx=%r' % mx)
print('... fx1, fx2 = %r, %r' % (
fx1,
fx2,
))
self.select_ith_match(mx)
elif viztype in ['warped', 'unwarped']:
print('clicked at patch')
ut.print_dict(ph.get_plotdat_dict(ax))
hs_aid = vh.get_ibsdat(ax, 'aid', None)
hs_fx = vh.get_ibsdat(ax, 'fx', None)
#hs_aid = ax.__dict__.get('_hs_aid', None)
#hs_fx = ax.__dict__.get('_hs_fx', None)
print('hs_fx = %r' % (hs_fx, ))
print('hs_aid = %r' % (hs_aid, ))
if hs_aid is not None and viztype == 'unwarped':
ishow_chip(ibs, hs_aid, fx=hs_fx, fnum=df2.next_fnum())
elif hs_aid is not None and viztype == 'warped':
viz.show_keypoint_gradient_orientations(
ibs, hs_aid, hs_fx, fnum=df2.next_fnum())
elif viztype.startswith('colorbar'):
# Hack to get a specific scoring feature
sortx = self.fs.argsort()
idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
mx = sortx[idx]
(fx1, fx2) = self.fm[mx]
(fx1, fx2) = self.fm[mx]
print('... selected score at rank idx=%r' % (idx, ))
print('... selected score with fs=%r' % (self.fs[mx], ))
print('... resolved to mx=%r' % mx)
print('... fx1, fx2 = %r, %r' % (
fx1,
fx2,
))
self.select_ith_match(mx)
else:
print('...Unknown viztype: %r' % viztype)
viz.draw()
def on_click(self, event):
aid = self.daid
qaid = self.qaid
ibs = self.ibs
xywh2_ptr = self.xywh2_ptr
print('[inter] clicked matches')
if event is None:
return
button = event.button
is_right_click = button == 3
# Out of axes click
(x, y, ax) = (event.xdata, event.ydata, event.inaxes)
if None in [x, y, ax]:
in_axis = False
if not is_right_click:
print('... out of axis')
self.chipmatch_view()
viz.draw()
return
else:
in_axis = True
if in_axis:
viztype = vh.get_ibsdat(ax, 'viztype', '')
is_match_type = viztype in ['matches', 'multi_match']
print('[ir] viztype=%r ' % viztype)
else:
is_match_type = False
viztype = ''
if is_right_click:
from ibeis.gui import inspect_gui
options = []
if is_match_type:
options += inspect_gui.get_aidpair_context_menu_options(
self.ibs, self.qaid, self.daid, self.cm,
qreq_=self.qreq_,
#update_callback=self.show_page,
#backend_callback=None, aid_list=aid_list)
)
options += [
('Toggle same_fig', self.toggle_samefig),
('Toggle vert', self.toggle_vert),
('query last feature', self.query_last_feature),
('show each chip', self.show_each_chip),
('show each distinctiveness chip', self.show_each_dstncvs_chip),
('show each foreground weight chip', self.show_each_fgweight_chip),
('show each probchip', self.show_each_probchip),
('show coverage', self.show_coverage),
#('show each probchip', self.query_last_feature),
]
#options.append(('name_interaction', self.name_interaction))
if self.H1 is not None:
options.append(('Toggle homog', self.toggle_homog))
if ut.is_developer():
options.append(('dev_reload', self.dev_reload))
options.append(('dev_embed', self.dev_embed))
#options.append(('cancel', lambda: print('cancel')))
self.show_popup_menu(options, event)
return
if in_axis:
key = '' if event.key is None else event.key
print('key=%r ' % key)
ctrl_down = key.find('control') == 0
# Click in match axes
if is_match_type and ctrl_down:
# Ctrl-Click
print('.. control click')
return self.sv_view()
elif is_match_type:
if len(self.fm) == 0:
print('[inter] no feature matches to click')
else:
# Normal Click
# Select nearest feature match to the click
kpts1 = ibs.get_annot_kpts([qaid], config2_=self.query_config2_)[0]
kpts2 = ibs.get_annot_kpts([aid], config2_=self.data_config2_)[0]
kpts1_m = kpts1[self.fm.T[0]]
kpts2_m = kpts2[self.fm.T[1]]
x2, y2, w2, h2 = xywh2_ptr[0]
_mx1, _dist1 = ut.nearest_point(x, y, kpts1_m)
_mx2, _dist2 = ut.nearest_point(x - x2, y - y2, kpts2_m)
mx = _mx1 if _dist1 < _dist2 else _mx2
(fx1, fx2) = self.fm[mx]
print('... clicked mx=%r' % mx)
print('... fx1, fx2 = %r, %r' % (fx1, fx2,))
self.select_ith_match(mx)
elif viztype in ['warped', 'unwarped']:
print('clicked at patch')
ut.print_dict(ph.get_plotdat_dict(ax))
hs_aid = vh.get_ibsdat(ax, 'aid', None)
hs_fx = vh.get_ibsdat(ax, 'fx', None)
#hs_aid = ax.__dict__.get('_hs_aid', None)
#hs_fx = ax.__dict__.get('_hs_fx', None)
print('hs_fx = %r' % (hs_fx,))
print('hs_aid = %r' % (hs_aid,))
if hs_aid is not None and viztype == 'unwarped':
ishow_chip(ibs, hs_aid, fx=hs_fx, fnum=df2.next_fnum())
elif hs_aid is not None and viztype == 'warped':
viz.show_keypoint_gradient_orientations(ibs, hs_aid, hs_fx,
fnum=df2.next_fnum())
elif viztype.startswith('colorbar'):
# Hack to get a specific scoring feature
sortx = self.fs.argsort()
idx = np.clip(int(np.round(y * len(sortx))), 0, len(sortx) - 1)
mx = sortx[idx]
(fx1, fx2) = self.fm[mx]
(fx1, fx2) = self.fm[mx]
print('... selected score at rank idx=%r' % (idx,))
print('... selected score with fs=%r' % (self.fs[mx],))
print('... resolved to mx=%r' % mx)
print('... fx1, fx2 = %r, %r' % (fx1, fx2,))
self.select_ith_match(mx)
else:
print('...Unknown viztype: %r' % viztype)
viz.draw()