sascha/workload-automation
1
0
Fork 0
mirror of https://github.com/ARM-software/workload-automation.git synced 2024-10-06 19:01:15 +01:00
Code Issues Releases Wiki Activity

ReventWorkload: Modified statedection to vary scale of images

Browse Source 
Due to inaccuracies in revent playback, the resultant state does not
always match the templates precisely causing state detection to fail.
To help this images are now scaled to different sizes before being
matched to the templates to compensate for slight variations in size.
This commit is contained in:
Marc Bonnici 2016-11-04 11:29:00 +00:00
parent 7af5868c22
commit 1daa7f97c0
1 changed files with 16 additions and 6 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

14
wlauto/utils/statedetect.py
View File

@ -91,14 +91,24 @@ def match_state(screenshot_file, defpath, state_definitions): # pylint: disable
for template_png in template_list:
template = cv2.imread(os.path.join(defpath, 'templates', template_png + '.png'), 0)
template_edge = auto_canny(template)
template_height, template_width = template_edge.shape[:2]
res = cv2.matchTemplate(img_edge, template_edge, cv2.TM_CCOEFF_NORMED)
threshold = 0.5
# loop over the scales of the image
for scale in np.linspace(1.4, 0.6, 61):
resized = imutils.resize(img_edge, width=int(img_edge.shape[1] * scale))
# skip if the resized image is smaller than the template
if resized.shape[0] < template_height or resized.shape[1] < template_width:
break
res = cv2.matchTemplate(resized, template_edge, cv2.TM_CCOEFF_NORMED)
threshold = 0.4
loc = np.where(res >= threshold)
zipped = zip(*loc[::-1])
if len(zipped) > 0:
matched_templates.append(template_png)
break
# determine the state according to the matched templates
matched_state = "none"