Mohammad Almatrafi

After KAUST Academy

As of October 2026, Mohammad works in the government sector.

Summer project

Artificial Intelligence Specialization · Cohort 2024

Lightweight Model for Saliency Prediction

Salient object detection (SOD) focuses on identifying the most visually prominent parts of an image, typically those that stand out due to distinct colors. In our project, we present a straightforward SOD method that leverages color separation to enhance feature extraction. This technique reduces computational demands while maintaining high performance, making it ideal for resource-constrained devices. Despite the simplicity and lightweight nature of our model, we achieved results that surpass expectations.

Read the final report (PDF)

See it in the program report (PDF)

With KAUST Academy

All alumni

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