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[~] Refactor

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This commit is contained in:
Siarhei Siniak 2021-07-23 10:31:53 +03:00
parent 44ed2ded3e
commit 777667211d
1 changed files with 21 additions and 9 deletions
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30
python/tasks/mlb_player.py
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@ -810,18 +810,26 @@ def kernel_7(
# PAF's are just unit vectors along the limb encoding the direction of the limb
# A dot product of possible joint connection will be high if actual limb else low
paf_info, heatmap_info = get_paf_and_heatmap(model_pose, img_ori, scale_param)
peaks = extract_heatmap_info(heatmap_info)
sp_k, con_all = extract_paf_info(img_ori, paf_info, peaks)
img_canvas = None
img_points = None
subsets, candidates = get_subsets(con_all, sp_k, peaks)
subsets, img_points = draw_key_point(subsets, peaks, img_ori)
try:
paf_info, heatmap_info = get_paf_and_heatmap(model_pose, img_ori, scale_param)
peaks = extract_heatmap_info(heatmap_info)
sp_k, con_all = extract_paf_info(img_ori, paf_info, peaks)
subsets, candidates = get_subsets(con_all, sp_k, peaks)
subsets, img_points = draw_key_point(subsets, peaks, img_ori)
img_canvas = link_key_point(img_points, candidates, subsets)
except ZeroDivisionError:
pprint.pprint('zero de')
img_points = img_ori.copy()
img_canvas = img_ori.copy()
# After predicting Heatmaps and PAF's, proceeed to link joints correctly
if display:
img_canvas = link_key_point(img_points, candidates, subsets)
f = plt.figure(figsize=(15, 10))
plt.subplot(1, 2, 1)
@ -831,6 +839,7 @@ def kernel_7(
plt.imshow(img_canvas[...,::-1])
f.savefig(name)
return dict(
img_points=img_points,
img_canvas=img_canvas,
@ -1083,7 +1092,10 @@ def kernel_15(
1,
)
t32 = o_14['o_7']['estimate_pose'](t13)
t32 = o_14['o_7']['estimate_pose'](
t13,
display=False,
)
f = matplotlib.pyplot.figure(figsize=(15, 9))
matplotlib.pyplot.title(