After KAUST Academy
Daniel was a teaching assistant for six weeks in the KAUST Academy AI Specialization Program at King Khalid University in 2025 and earned two SAP certifications in September 2025.
Summer project
Artificial Intelligence Specialization · Cohort 2024
Enhancing Video Frame Interpolation: A Depth-Aware UNet with Residual and Attention Mechanisms
Video frame interpolation (VFI) generates intermediate frames to improve video quality and smooth motion. We introduce a Depth-Aware UNet model that enhances VFI through residual and attention blocks, improving feature extraction and focusing on critical areas of frames. The model's encoder-decoder architecture, featuring five convolutional layers to captures higher-level features to achieve a thorough understanding of depth. Our method focuses on leveraging depth information and highlighting key areas to generate more precise and visually coherent interpolation results.
With KAUST Academy
- Cohort 2024
Artificial Intelligence Specialization
King Abdullah University of Science and Technology · Artificial Intelligence Summer School
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