|hddlZddlmZmZddlmZmZddlm Z ddl m Z m Z ddl mZejdej ej"gdZd Zd Zd Zd Zd ZdZdZdZdZy)N)assert_almost_equal assert_equal)data img_as_float)diamond)match_templatepeak_local_max)testingdtypecd}tjdd|}dtj|tj|dddzz}|j|d}d d g}|D]\}}|||||z|||zf<tjj d |dtjj d j|dzz }t||}|j|k(sJd }t||} t| dkDr;|t| j} tj| ddd} | | dd} | tj| dddf} t|| D]\} } t| | y)Nd)r?)r g?F)copy)2r)rsize) min_distancer)npfulltriastyperandomseeduniformrr r lentupleTargsortzipr)r rimagetargettarget_positionsxyresultdelta positions intensities i_maxsort xy_targetxys b/var/www/html/test/engine/venv/lib/python3.12/site-packages/skimage/feature/tests/test_template.py test_templater3 s D GGJ5 1E BFF4L266$<"#55 6F ]]5u] -F *- 31,2a!d(lADL()3IINN1 S299$$*$5<)r6r6r)rOrNr7)rrrnormalonesranyisnanr&rGr+s r2 test_no_nansrUNs}IINN1 $))x)88 8EwwvHHRaRUO E8 ,Fvvbhhv&'' ''r4ctjd}tjd}tjt5t ||dddy#1swYyxYw)Nrrr7r7rrQr raises ValueErrorrr&rGs r2test_switched_argumentsr]]sG GGFOEwwvH  #(x'(((s  AA#cTdtdz}dtjdz}tdd}||ddfxx|ddddfzcc<||dd fxx|z cc<||d d fxx|zcc<||ddfxx|ddddfz cc<t ||d |j }tj |j}tj|dd|j\}}t|dtj|dd|j\}}t|dy)aeTest `match_template` when `pad_input=True`. This test places two full templates (one with values lower than the image mean, the other higher) and two half templates, which are on the edges of the image. The two full templates should score the top (positive and negative) matches and the centers of the half templates should score 2nd. rr) Nr7r_iT) pad_inputconstant_values)r8r)rO) rrrQslicermeanr$r;r<r=r)rGr&midr+rHijs r2test_pad_inputrnds"WQZH "'''" "E 1+C #rr'Nhq"#v&&N #qs(OxO #r"u*! #rs(Ox2A2&O  x4F JJv{{+M  M"1-v|| rsxE&&:#Wrzz2::67+8+>!2H ((: M MJ("$r4