- refactored

- draw path
This commit is contained in:
2024-06-30 13:24:17 +02:00
parent eb12fe7bee
commit a79517c136
+23 -19
View File
@@ -4,23 +4,12 @@ import numpy as np
import imutils as im
IMG_SCALE_UP = 4
TEMPLATE_SEARCH_AREA = 0.8
TEMPLATE_SEARCH_AREA = 0.5
(major_ver, minor_ver, subminor_ver) = cv2.__version__.split('.')
print(cv2.__version__)
def bbox_extend(bbox: cv2.typing.Rect, search_area: float):
we2 = int(round(bbox[2]*search_area/2))
he2 = int(round(bbox[3]*search_area/2))
res = (int(round(bbox[0]-we2)),)
res += (int(round(bbox[1]-he2)),)
res += (int(bbox[2]+2*we2),)
res += (int(bbox[3]+2*he2),)
return res
def bbox_round(src):
x = int(round(src[0]))
y = int(round(src[1]))
@@ -30,10 +19,14 @@ def bbox_round(src):
return x, y, w, h
def image_crop(src, bbox: cv2.typing.Rect, search_area: float = 0):
if search_area > 0:
bbox = bbox_extend(bbox, search_area)
def bbox_extend(bbox: cv2.typing.Rect, factor: float = 0):
we2 = bbox[2]*factor/2
he2 = bbox[3]*factor/2
return bbox_round((bbox[0]-we2, bbox[1]-he2, bbox[2]+2*we2, bbox[3]+2*he2))
def image_crop(src, bbox: cv2.typing.Rect):
x = bbox[0]
y = bbox[1]
w = bbox[2]
@@ -137,22 +130,26 @@ if not video.isOpened():
sys.exit()
# Read first frame.
ok, frame = video.read()
ok, frame_init = video.read()
if not ok:
print('Cannot read video file')
sys.exit()
bbox = cv2.selectROI("Frame", frame, False)
image_template = process_image_bbox(image_crop(frame, bbox, TEMPLATE_SEARCH_AREA))
bbox_init = cv2.selectROI("Frame", frame_init, False)
bbox_template = bbox_extend(bbox_init, TEMPLATE_SEARCH_AREA)
image_template = process_image_bbox(image_crop(frame_init, bbox_template))
ref = Reference(image_template)
ref_center = ref.set()
print(f"ref_center = {ref_center}")
# Initialize tracker with first frame and bounding box
tracker.create()
tracker.init(frame, bbox)
tracker.init(frame_init, bbox_init)
current_angle = 0
line_from = (ref_center[0] + bbox_template[0], ref_center[1] + bbox_template[1])
while True:
# Read a new frame
ok, frame = video.read()
@@ -185,6 +182,12 @@ while True:
# Calculate Frames per second (FPS)
fps = cv2.getTickFrequency() / (cv2.getTickCount() - timer)
# Draw path
line_to = (round(startX + bbox[0]), round(startY + bbox[1]))
cv2.line(frame_init, line_from, line_to, (0, 0, 255), 2)
line_from = line_to
else:
# Tracking failure
cv2.putText(frame, "Tracking failure detected", (100, 80), cv2.FONT_HERSHEY_SIMPLEX, 0.75, (0, 0, 255), 2)
@@ -196,6 +199,7 @@ while True:
cv2.putText(frame, "FPS : " + str(int(fps)), (100, 50), cv2.FONT_HERSHEY_SIMPLEX, 0.75, (50, 170, 50), 2)
# Display result
cv2.imshow("Path", frame_init)
cv2.imshow("Tracking", frame)
cv2.imshow("image_bbox", image_template_rotated)