Aiarty | Matting [verified]

Single GPU, version v1.2 of AIarty Matting, no trimap support (AIarty does not accept trimaps). Future work should test on video sequences and VR applications.

This software stands out by offering a suite of AI-driven tools tailored for diverse professional needs:

Ground-truth alpha mattes were created via chroma-keying for 80% and manual rotoscoping for 20%. aiarty matting

: The software uses different models to handle specific subjects:

| Method | Mean score (1–5) | Std Dev | |-------------------|------------------|---------| | MODNet | 2.9 | 0.8 | | Adobe Photoshop | 3.7 | 0.6 | | U²-Net | 3.9 | 0.5 | | | 4.5 | 0.4 | Single GPU, version v1

Traditional image matting techniques rely on manual rotoscoping, chroma keying, or manual segmentation, which can be time-consuming and often require skilled artists. These methods have limitations, such as:

: Optimized for solid objects like furniture and electronics. : The software uses different models to handle

We used – a curated subset of the AIM (Alpha Matting) dataset plus 200 in-house challenging images:

: It can enhance image resolution up to 2x (4K quality) while removing the background. Comparison with Other Tools