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Fix incorrect bounding box variables in yawn detection scripts #38

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Fix incorrect bounding box variables in yawn detection scripts #38

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5 changes: 2 additions & 3 deletions ISSR_Fatigue_detection/yawn/noYawn.py
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Original file line number Diff line number Diff line change
Expand Up @@ -48,7 +48,7 @@

for box in result.boxes:
x0,y0,x1,y1=box.xyxy.cpu().numpy().astype(int)[0]
xc,yc,width_bbox,height_bbox=result.boxes.xywhn.cpu().numpy()[0]
xc,yc,width_bbox,height_bbox=box.xywhn.cpu().numpy()[0]
label_string_yawn=f'{no_yawn_number} {xc} {yc} {width_bbox} {height_bbox}\n'
label_list.append(label_string_yawn)

Expand All @@ -60,7 +60,7 @@
eye_number=0
else:
eye_number=1
x0,y0,x1,y1=box.xyxy.cpu().numpy().astype(int)[0]
x0,y0,x1,y1=box_eyes.xyxy.cpu().numpy().astype(int)[0]
xc_eyes,yc_eyes,width_bbox_eyes,height_bbox_eyes=box_eyes.xywhn.cpu().numpy()[0]
label_string_eyes=f'{eye_number} {xc_eyes} {yc_eyes} {width_bbox_eyes} {height_bbox_eyes}\n'
cv2.rectangle(frame,(x0,y0),(x1,y1),(255,0,0),2)
Expand All @@ -73,7 +73,6 @@
break
with open(save_label_path,'w') as f:
f.writelines(label_list)
f.close()
cv2.imwrite(save_image_path,frame2)
frame_count+=1

Expand Down
6 changes: 2 additions & 4 deletions ISSR_Fatigue_detection/yawn/yawn_SPIGA_folder.py
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Original file line number Diff line number Diff line change
Expand Up @@ -93,11 +93,10 @@

cv2.imwrite(image_path,frame2)
# Saving label .txt file to a label folder
xc,yc,width_bbox,height_bbox=result.boxes.xywhn.cpu().numpy()[0]
xc,yc,width_bbox,height_bbox=box.xywhn.cpu().numpy()[0]
label_string_yawn=f'{yawn_number} {xc} {yc} {width_bbox} {height_bbox}\n'
with open(label_path,'a') as f:
f.write(label_string_yawn)
f.close()
else:
if yawn_AR>1.0:
eyes_results=model_eyes.predict(frame2)
Expand Down Expand Up @@ -126,11 +125,10 @@
cv2.imwrite(image_path,frame2)
# Saving label .txt file to a label folder

xc,yc,width_bbox,height_bbox=result.boxes.xywhn.cpu().numpy()[0]
xc,yc,width_bbox,height_bbox=box.xywhn.cpu().numpy()[0]
label_string_yawn=f'{yawn_number} {xc} {yc} {width_bbox} {height_bbox}\n'
with open(label_path,'a') as f:
f.write(label_string_yawn)
f.close()


cv2.putText(frame,f"Yawn Ratio:{yawn_AR}",(20,50),cv2.FONT_HERSHEY_COMPLEX,2,(0,0,0),2)
Expand Down
6 changes: 2 additions & 4 deletions ISSR_Fatigue_detection/yawn/yawn_SPIGA_single.py
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Original file line number Diff line number Diff line change
Expand Up @@ -89,11 +89,10 @@

cv2.imwrite(image_path,frame2)
# Saving label .txt file to a label folder
xc,yc,width_bbox,height_bbox=result.boxes.xywhn.cpu().numpy()[0]
xc,yc,width_bbox,height_bbox=box.xywhn.cpu().numpy()[0]
label_string_yawn=f'{yawn_number} {xc} {yc} {width_bbox} {height_bbox}\n'
with open(label_path,'a') as f:
f.write(label_string_yawn)
f.close()
else:
if yawn_AR>1.0:
eyes_results=model_eyes.predict(frame2)
Expand Down Expand Up @@ -122,11 +121,10 @@
cv2.imwrite(image_path,frame2)
# Saving label .txt file to a label folder

xc,yc,width_bbox,height_bbox=result.boxes.xywhn.cpu().numpy()[0]
xc,yc,width_bbox,height_bbox=box.xywhn.cpu().numpy()[0]
label_string_yawn=f'{yawn_number} {xc} {yc} {width_bbox} {height_bbox}\n'
with open(label_path,'a') as f:
f.write(label_string_yawn)
f.close()


cv2.putText(frame,f"Yawn Ratio:{yawn_AR}",(20,50),cv2.FONT_HERSHEY_COMPLEX,2,(0,0,0),2)
Expand Down