Resources
High Resolution Image Background Removal
Learn how to remove the background from high-resolution images with speed and accuracy.
Understanding Trimaps in Image Matting
Learn about trimaps in image matting - essential for high-quality background removal. Understand what trimaps are, how they're used in image processing, and a method for generating them from alpha mattes.
withoutBG100 Image Matting Dataset
High-quality image matting research dataset featuring 100 carefully curated images with complex elements like fur and transparency. Ideal for advancing image processing techniques.
Dataset Creation Methodology
Learn about our novel approach to creating high-quality image matting datasets using chroma backdrops and precise photography techniques
Creating Custom Stickers from PNG Images
Learn how to create custom stickers from PNG images using Python and OpenCV. A step-by-step guide covering image processing techniques.
Adding Drop Shadows to Images
Learn how to add drop shadows to images using OpenCV, Pillow, and HTML Canvas. Step-by-step guide with code examples for creating professional-looking image effects.
How Automatic Image Background Removal Works
Learn about image matting, deep learning approaches, and modern techniques for automatic background removal in images.
Alpha Matting Evaluation Benchmark
Performance comparison of alpha matting algorithms across different metrics.