albumentations_p
UltralyticsAssistant 1 month ago
parent f268c5bf48
commit b659017c1d
  1. 4
      docs/en/macros/augmentation-args.md

@ -1,5 +1,5 @@
| Argument | Type | Default | Range | Description |
| ----------------- | ------- | ------------- | ------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| ------------------ | ------- | ------------- | ------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `hsv_h` | `float` | `0.015` | `0.0 - 1.0` | Adjusts the hue of the image by a fraction of the color wheel, introducing color variability. Helps the model generalize across different lighting conditions. |
| `hsv_s` | `float` | `0.7` | `0.0 - 1.0` | Alters the saturation of the image by a fraction, affecting the intensity of colors. Useful for simulating different environmental conditions. |
| `hsv_v` | `float` | `0.4` | `0.0 - 1.0` | Modifies the value (brightness) of the image by a fraction, helping the model to perform well under various lighting conditions. |
@ -18,4 +18,4 @@
| `auto_augment` | `str` | `randaugment` | - | Automatically applies a predefined augmentation policy (`randaugment`, `autoaugment`, `augmix`), optimizing for classification tasks by diversifying the visual features. |
| `erasing` | `float` | `0.4` | `0.0 - 0.9` | Randomly erases a portion of the image during classification training, encouraging the model to focus on less obvious features for recognition. |
| `crop_fraction` | `float` | `1.0` | `0.1 - 1.0` | Crops the classification image to a fraction of its size to emphasize central features and adapt to object scales, reducing background distractions. |
| `albumentations_p`| `float` | `0.0` | `0.0 - 1.0` | Applies the Albumentations library with the specified probability, enabling a wide range of advanced image augmentations. |
| `albumentations_p` | `float` | `0.0` | `0.0 - 1.0` | Applies the Albumentations library with the specified probability, enabling a wide range of advanced image augmentations. |

Loading…
Cancel
Save