def _get_wire_colors_and_positions(im):
colors_and_positions = []
for i in range(len(_BOTTOM_X_BOUNDARIES) - 1):
wire = get_subset(im, _BOTTOM_X_BOUNDARIES[i:i + 2], _WIRE_Y_BOUNDARIES)
wire_colors_and_mats = filter(None, (
_get_wire_color_and_mat_or_none(wire, 354 / 2, (220, 255), (150, 220), WireColor.RED),
_get_wire_color_and_mat_or_none(wire, 37 / 2, (0, 50), (200, 255), WireColor.WHITE),
_get_wire_color_and_mat_or_none(wire, 229 / 2, (150, 200), (75, 215), WireColor.BLUE),
))
if not wire_colors_and_mats:
colors_and_positions.append(None)
continue
wire_colors, mats = zip(*wire_colors_and_mats)
w, h = get_dimens(im)
left = int((w * _BOTTOM_X_BOUNDARIES[i]) / 100.0)
top = int((h * _WIRE_Y_BOUNDARIES[0]) / 100.0)
summed_wires = sum(mats)
structuring_element1 = cv2.getStructuringElement(cv2.MORPH_RECT, (15, 15))
summed_wires = cv2.morphologyEx(summed_wires, cv2.MORPH_CLOSE, structuring_element1)
contour = max(get_contours(summed_wires, close_and_open=False), key=cv2.contourArea)
center = get_center_for_contour(contour)
center = apply_offset_to_single_location(center, (left, top))
# show(summed_wires)
colors_and_positions.append((wire_colors, center))
return colors_and_positions
def _get_leds_are_lit(im):
leds_are_lit = []
for i in range(len(_TOP_X_BOUNDARIES) - 1):
led = get_subset(im, _TOP_X_BOUNDARIES[i:i + 2], _LED_Y_BOUNDARIES)
lit_led = extract_color(led, 51 / 2, (40, 90), (220, 255))
leds_are_lit.append(lit_led.any())
# show(lit_led)
return leds_are_lit
def _get_leds_are_lit(im):
leds_are_lit = []
for i in range(len(_TOP_X_BOUNDARIES) - 1):
led = get_subset(im, _TOP_X_BOUNDARIES[i:i + 2], _LED_Y_BOUNDARIES)
lit_led = extract_color(led, 51 / 2, (40, 90), (220, 255))
leds_are_lit.append(lit_led.any())
# show(lit_led)
return leds_are_lit
def _get_button_color(im):
im = get_subset(im, _COLOR_X_PERCENTS, _COLOR_Y_PERCENTS)
colors = [color for mat, color in (
(extract_color_2(im, 39, 11, 96), ButtonColor.WHITE),
(extract_color_2(im, 45, 86, 85), ButtonColor.YELLOW),
(extract_color_2(im, 355, 79, 81), ButtonColor.RED),
(extract_color_2(im, 227, 78, 72), ButtonColor.BLUE),
) if mat.any()]
assert len(colors) == 1, "Button does not look like one color"
return colors[0]
def get_strip_color(im):
im = get_subset(im, _STRIP_X_PERCENTS, _STRIP_Y_PERCENTS)
colors = [color for mat, color in (
(extract_color(im, (0, 180), (0, 5), (190, 255)), StripColor.WHITE),
(extract_color_2(im, 50, 94, 84), StripColor.YELLOW),
(extract_color_2(im, 0, 82, 76), StripColor.RED),
(extract_color_2(im, 218, 85, 79), StripColor.BLUE),
) if mat.any()]
assert len(colors) == 1, "Strip does not look like one color"
return colors[0]
def _get_has_stars(im):
has_stars = []
for i in range(len(_BOTTOM_X_BOUNDARIES) - 1):
star = get_subset(im, _BOTTOM_X_BOUNDARIES[i:i + 2], _STAR_Y_BOUNDARIES)
has_star = extract_color(star, 33 / 2, (75, 125), (0, 70))
# show(has_star)
w, h = get_dimens(star)
star_ratio = float(cv2.countNonZero(has_star)) / (w * h)
# print star_ratio
has_stars.append(star_ratio > _STAR_RATIO_THRESHOLD)
return has_stars
def get_clock_time_from_full_screenshot(full_screenshot,
current_module_position,
screenshot_helper):
clock_im = _get_clock_image_from_full_screenshot(full_screenshot,
current_module_position,
screenshot_helper)
assert clock_im is not None, "Unable to find clock"
clock_bg = extract_color(clock_im, (0, 180), (0, 255), (0, 50))
contours = [
c for c in simplify_contours(get_contours(clock_bg), 0.001)
if len(c) == 4
]
contour = max(contours, key=cv2.contourArea)
display = four_point_transform(clock_im, contour)
digits_im = extract_color(display, 0, (250, 255), (250, 255))
digit_images = [
get_subset(digits_im,
_CLOCK_DIGIT_X_PERCENTS[digit_index:digit_index + 2],
(0, 100))
for digit_index in range(len(_CLOCK_DIGIT_X_PERCENTS) - 1)
]
# Determine if there is a colon or period separator.
is_colon = get_subset(digit_images[2], (0, 100), (0, 50)).any()
if is_colon:
minutes_images = digit_images[:2]
seconds_images = digit_images[-2:]
else:
minutes_images = []
seconds_images = digit_images[:2]
minutes_digits = [_get_digit_from_image(im) for im in minutes_images]
seconds_digits = [_get_digit_from_image(im) for im in seconds_images]
if not minutes_digits:
minutes_digits = [0]
return minutes_digits, seconds_digits
def _get_button_color(im):
im = get_subset(im, _COLOR_X_PERCENTS, _COLOR_Y_PERCENTS)
colors = [
color for mat, color in (
(extract_color_2(im, 39, 11, 96), ButtonColor.WHITE),
(extract_color_2(im, 45, 86, 85), ButtonColor.YELLOW),
(extract_color_2(im, 355, 79, 81), ButtonColor.RED),
(extract_color_2(im, 227, 78, 72), ButtonColor.BLUE),
) if mat.any()
]
assert len(colors) == 1, "Button does not look like one color"
return colors[0]
def _get_has_stars(im):
has_stars = []
for i in range(len(_BOTTOM_X_BOUNDARIES) - 1):
star = get_subset(im, _BOTTOM_X_BOUNDARIES[i:i + 2],
_STAR_Y_BOUNDARIES)
has_star = extract_color(star, 33 / 2, (75, 125), (0, 70))
# show(has_star)
w, h = get_dimens(star)
star_ratio = float(cv2.countNonZero(has_star)) / (w * h)
# print star_ratio
has_stars.append(star_ratio > _STAR_RATIO_THRESHOLD)
return has_stars
def get_strip_color(im):
im = get_subset(im, _STRIP_X_PERCENTS, _STRIP_Y_PERCENTS)
colors = [
color for mat, color in (
(extract_color(im, (0, 180), (0, 5), (190, 255)),
StripColor.WHITE),
(extract_color_2(im, 50, 94, 84), StripColor.YELLOW),
(extract_color_2(im, 0, 82, 76), StripColor.RED),
(extract_color_2(im, 218, 85, 79), StripColor.BLUE),
) if mat.any()
]
assert len(colors) == 1, "Strip does not look like one color"
return colors[0]
def _get_button_text(im, tesseract):
im = get_subset(im, _TEXT_X_PERCENTS, _TEXT_Y_PERCENTS)
black_text = extract_color(im, (0, 255), (0, 255), (0, 65))
white_text = extract_color(im, (0, 255), (0, 40), (230, 255))
if black_text.any():
text_image = black_text
else:
assert white_text.any(), "Neither black nor white text have any pixels."
text_image = white_text
tesseract.SetImage(Image.fromarray(text_image))
word = tesseract.GetUTF8Text().strip()
# It messes up a lot, just take the one with the closest edit distance
return sorted(ButtonLabel, key=lambda s: editdistance.eval(s.value, word))[0]
def get_clock_time_from_full_screenshot(full_screenshot,
current_module_position,
screenshot_helper):
clock_im = _get_clock_image_from_full_screenshot(full_screenshot,
current_module_position,
screenshot_helper)
assert clock_im is not None, "Unable to find clock"
clock_bg = extract_color(clock_im, (0, 180), (0, 255), (0, 50))
contours = [c for c in simplify_contours(get_contours(clock_bg), 0.001) if len(c) == 4]
contour = max(contours, key=cv2.contourArea)
display = four_point_transform(clock_im, contour)
digits_im = extract_color(display, 0, (250, 255), (250, 255))
digit_images = [
get_subset(digits_im, _CLOCK_DIGIT_X_PERCENTS[digit_index:digit_index + 2], (0, 100))
for digit_index in range(len(_CLOCK_DIGIT_X_PERCENTS) - 1)
]
# Determine if there is a colon or period separator.
is_colon = get_subset(digit_images[2], (0, 100), (0, 50)).any()
if is_colon:
minutes_images = digit_images[:2]
seconds_images = digit_images[-2:]
else:
minutes_images = []
seconds_images = digit_images[:2]
minutes_digits = [_get_digit_from_image(im) for im in minutes_images]
seconds_digits = [_get_digit_from_image(im) for im in seconds_images]
if not minutes_digits:
minutes_digits = [0]
return minutes_digits, seconds_digits
def _get_button_text(im, tesseract):
im = get_subset(im, _TEXT_X_PERCENTS, _TEXT_Y_PERCENTS)
black_text = extract_color(im, (0, 255), (0, 255), (0, 65))
white_text = extract_color(im, (0, 255), (0, 40), (230, 255))
if black_text.any():
text_image = black_text
else:
assert white_text.any(
), "Neither black nor white text have any pixels."
text_image = white_text
tesseract.SetImage(Image.fromarray(text_image))
word = tesseract.GetUTF8Text().strip()
# It messes up a lot, just take the one with the closest edit distance
return sorted(ButtonLabel,
key=lambda s: editdistance.eval(s.value, word))[0]
def _get_clock_image_from_full_screenshot(full_screenshot,
current_module_position,
screenshot_helper):
current_x, current_y = current_module_position
left, right, top, bottom = MODULE_RECT
mod_width = right - left
mod_height = bottom - top
for desired_x in (0, 1, 2):
for desired_y in (0, 1):
delta_x = (desired_x - current_x) * mod_width
delta_y = (desired_y - current_y) * mod_height
if delta_x == 0 and delta_y == 0:
continue
x_percents = (left + delta_x, right + delta_x)
y_percents = (top + delta_y, bottom + delta_y)
mod_im = get_subset(full_screenshot, x_percents, y_percents, 25)
if screenshot_helper.classify_module(mod_im) == Type.clock:
return mod_im
return None
def _get_clock_image_from_full_screenshot(full_screenshot,
current_module_position,
screenshot_helper):
current_x, current_y = current_module_position
left, right, top, bottom = MODULE_RECT
mod_width = right - left
mod_height = bottom - top
for desired_x in (0, 1, 2):
for desired_y in (0, 1):
delta_x = (desired_x - current_x) * mod_width
delta_y = (desired_y - current_y) * mod_height
if delta_x == 0 and delta_y == 0:
continue
x_percents = (left + delta_x, right + delta_x)
y_percents = (top + delta_y, bottom + delta_y)
mod_im = get_subset(full_screenshot, x_percents, y_percents, 25)
if screenshot_helper.classify_module(mod_im) == Type.clock:
return mod_im
return None
def _get_wire_colors_and_positions(im):
colors_and_positions = []
for i in range(len(_BOTTOM_X_BOUNDARIES) - 1):
wire = get_subset(im, _BOTTOM_X_BOUNDARIES[i:i + 2],
_WIRE_Y_BOUNDARIES)
wire_colors_and_mats = filter(None, (
_get_wire_color_and_mat_or_none(wire, 354 / 2, (220, 255),
(150, 220), WireColor.RED),
_get_wire_color_and_mat_or_none(wire, 37 / 2, (0, 50),
(200, 255), WireColor.WHITE),
_get_wire_color_and_mat_or_none(wire, 229 / 2, (150, 200),
(75, 215), WireColor.BLUE),
))
if not wire_colors_and_mats:
colors_and_positions.append(None)
continue
wire_colors, mats = zip(*wire_colors_and_mats)
w, h = get_dimens(im)
left = int((w * _BOTTOM_X_BOUNDARIES[i]) / 100.0)
top = int((h * _WIRE_Y_BOUNDARIES[0]) / 100.0)
summed_wires = sum(mats)
structuring_element1 = cv2.getStructuringElement(
cv2.MORPH_RECT, (15, 15))
summed_wires = cv2.morphologyEx(summed_wires, cv2.MORPH_CLOSE,
structuring_element1)
contour = max(get_contours(summed_wires, close_and_open=False),
key=cv2.contourArea)
center = get_center_for_contour(contour)
center = apply_offset_to_single_location(center, (left, top))
# show(summed_wires)
colors_and_positions.append((wire_colors, center))
return colors_and_positions
def get_is_done(im):
im = get_subset(im, (80, 95), (5, 20))
color = extract_color(im, 128 / 2, (225, 255), (150, 255))
return cv2.countNonZero(color) != 0
def _get_indicator_text(indicator, tesseract):
indicator = get_subset(indicator, (40, 100), (0, 100))
color = extract_color(indicator, 47/2, (0, 50), (190, 240))
tesseract.SetImage(Image.fromarray(color))
return tesseract.GetUTF8Text().strip()
def get_is_done(im):
im = get_subset(im, (80, 95), (5, 20))
color = extract_color(im, 128/2, (225, 255), (150, 255))
return cv2.countNonZero(color) != 0
def _get_indicator_text(indicator, tesseract):
indicator = get_subset(indicator, (40, 100), (0, 100))
color = extract_color(indicator, 47 / 2, (0, 50), (190, 240))
tesseract.SetImage(Image.fromarray(color))
return tesseract.GetUTF8Text().strip()