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--git a/Рекоменды.txt b/Рекоменды.txt deleted file mode 100644 index 311e53f..0000000 --- a/Рекоменды.txt +++ /dev/null @@ -1,108 +0,0 @@ -## Анализ корректности расчетов параметров - -После проверки кода выявлены следующие проблемы: - -### 1. **Black & White** (функция `apply_black_and_white`) -❌ **Ошибка**: параметры `yellow`, `cyan`, `magenta` не используются. -Формула использует только коэффициенты для красного, зелёного и синего каналов: -```python -gray = r*(red/100) + g*(green/100) + b*(blue/100) -``` -Это игнорирует цветовые тона жёлтого, циана и пурпурного, что не соответствует фотошопу. - -**Правильный подход** (как в Photoshop): -Для каждого пикселя определяется его доминирующий цветовой тон, и веса для преобразования в градации серого интерполируются между соседними цветами. Например, можно использовать HSV и взвешенную сумму яркостей по формуле: -``` -gray = R * w_R + G * w_G + B * w_B -``` -где веса зависят от оттенка: -- для красных тонов → `w_R = red/100`, `w_G = 0`, `w_B = 0` (но с плавным переходом) -- для жёлтых → комбинация `red` и `green` -- для зелёных → `green` -- для цианов → `green` и `blue` -- для синих → `blue` -- для пурпурных → `red` и `blue` - -Реализация через интерполяцию по оттенку (hue): -```python -hue = cv2.cvtColor(img_rgb, cv2.COLOR_RGB2HSV)[:,:,0] # 0..179 -# задаём веса для каждого цвета в градусах (0=красный, 30=жёлтый, 60=зелёный, 90=циан, 120=синий, 150=пурпурный) -color_weights = { - 0: (red/100, 0, 0), - 30: (red/100, green/100, 0), - 60: (0, green/100, 0), - 90: (0, green/100, blue/100), - 120: (0, 0, blue/100), - 150: (red/100, 0, blue/100) -} -# для каждого пикселя интерполируем веса по hue -``` - ---- - -### 2. **Selective Color** (функция `apply_selective_color`) -⚠️ **Неточность**: маска для выбранного цвета является **бинарной** (по жёстким порогам HSV), тогда как в фотошопе коррекция применяется плавно, пропорционально близости пикселя к целевому цвету. - -**Улучшение**: использовать не бинарную маску, а весовой коэффициент от 0 до 1, вычисляемый на основе расстояния в цветовом пространстве (например, в HSV). -Пример для красного: -```python -hue_dist = np.minimum(np.abs(h - 0), np.abs(h - 180)) # красный около 0 или 180 -mask = np.exp(-hue_dist**2 / sigma**2) * (s > 30) # гауссово взвешивание -``` -Аналогично для других цветов. - -Формула преобразования CMYK в RGB **верна**: -- `K = 1 - max(R,G,B)` -- `C = (1 - R - K) / (1 - K + eps)` -- `M = (1 - G - K) / (1 - K + eps)` -- `Y = (1 - B - K) / (1 - K + eps)` -- После добавления поправок обратный переход: - - `R = 1 - C - K` - - `G = 1 - M - K` - - `B = 1 - Y - K` - ---- - -### 3. **Levels** (`apply_levels`) -✅ **Формула верна**: -``` -normalized = (img - in_min) / (in_max - in_min) -result = clamp(normalized^(1/gamma), 0, 1) * 255 -``` - ---- - -### 4. **Exposure** (`apply_exposure`) -✅ **Формула верна** (экспозиция в стопах): -``` -multiplier = 2^(exposure/100) -result = img * multiplier + offset/100 -``` - ---- - -### 5. **Color Balance** (`apply_color_balance`) -✅ **Маски и формулы коррекции** соответствуют распространённому подходу: -- Яркость вычисляется по стандартной формуле `0.299*R + 0.587*G + 0.114*B`. -- Маски теней, средних тонов и светов строятся через кусочно-линейные функции. -- Коррекция добавляется к соответствующим каналам (R,G,B) с учётом знака (положительное → Red/Green/Blue, отрицательное → Cyan/Magenta/Yellow). - ---- - -### 6. **Channel Mixer** (`apply_channel_mixer`) -✅ **Формула полностью корректна**: -``` -new_R = R * (red_red/100) + G * (red_green/100) + B * (red_blue/100) -new_G = R * (green_red/100) + G * (green_green/100) + B * (green_blue/100) -new_B = R * (blue_red/100) + G * (blue_green/100) + B * (blue_blue/100) -``` -с последующим клиппированием в [0,1]. - ---- - -### Рекомендации по исправлению -1. **Переписать `apply_black_and_white`** с учётом всех шести параметров (красный, жёлтый, зелёный, циан, синий, пурпурный) с использованием интерполяции по оттенку. -2. **Заменить бинарные маски в `apply_selective_color`** на плавные веса (например, через гауссово расстояние по оттенку) для более точного соответствия фотошопу. -3. 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