-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
c974a2b
commit 18740bd
Showing
1 changed file
with
62 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,62 @@ | ||
''' | ||
Script that allows you to select an image, select a pixel on the image, and calculate the desired HSV low/high range | ||
given a set of tolerances. It also shows you the masked image if that range were to be used. | ||
Modified from https://github.com/alieldinayman/hsv-color-picker/blob/master/HSV%20Color%20Picker.py | ||
''' | ||
|
||
import cv2 | ||
import numpy as np | ||
import datetime | ||
|
||
hue_bound = 180 | ||
sat_bound = 255 | ||
val_bound = 255 | ||
|
||
hue_tolerance = 10 | ||
sat_tolerance = 10 | ||
val_tolerance = 40 | ||
|
||
|
||
# Returns boundaries for a value given +- tolerance, boundaries, and if upper or lower bound | ||
def get_bound(value, tolerance, upper_bound): | ||
lower_bound = 0 # by default. Upper bound is set by caller | ||
|
||
upper_value = (value + tolerance) if (value + tolerance < upper_bound) else upper_bound | ||
lower_value = (value - tolerance) if (value - tolerance >= lower_bound) else lower_bound | ||
|
||
# Return the final bound (as a tuple) | ||
return lower_value, upper_value | ||
|
||
|
||
def pick_color(event, x, y, flags, param): | ||
if event == cv2.EVENT_LBUTTONDOWN: | ||
pixel = image_hsv[y, x] | ||
|
||
# Calculate HSV bounds from pixel | ||
hue = get_bound(pixel[0], hue_tolerance, hue_bound) | ||
sat = get_bound(pixel[1], sat_tolerance, sat_bound) | ||
val = get_bound(pixel[2], val_tolerance, val_bound) | ||
|
||
lower = np.array([hue[0], sat[0], val[0]]) | ||
upper = np.array([hue[1], sat[1], val[1]]) | ||
|
||
print(datetime.datetime.now().strftime('%I:%M:%S'), lower, upper) | ||
|
||
# Display masked image | ||
image_mask = cv2.inRange(image_hsv, lower, upper) | ||
cv2.imshow("Mask", image_mask) | ||
|
||
|
||
file_path = '../images_2/image_1.png' | ||
image_src = cv2.imread(file_path) | ||
cv2.imshow("BGR", image_src) | ||
|
||
# Convert to HSV | ||
image_hsv = cv2.cvtColor(image_src, cv2.COLOR_BGR2HSV) | ||
cv2.imshow("HSV", image_hsv) | ||
|
||
# Triggers color picker when image is clicked | ||
cv2.setMouseCallback("BGR", pick_color) | ||
|
||
cv2.waitKey(0) | ||
cv2.destroyAllWindows() |