Good Practices for Image Collection

• Consistent Lighting

  Avoid shadows, use natural light, and maintain a consistent light source.

• Background

  Use a plain, consistent background.

• Camera Settings

  Use fixed settings for ISO, aperture, and shutter speed. Capture high-resolution images.

• Subject Positioning

  Center the subject and maintain consistent angles.

• Diverse Data

  Capture from various angles and under different conditions.

• Focus

  Ensure sharp focus on the subject.

• Quantity

  Collect a large number of images. Balance the dataset with similar amounts of each class.

Good practice: Only one item per image

Bad practice: Multiple items in one image

Good practice: Item centered in the image

Bad practice: Item not centered in the image also has missing parts