After KAUST Academy
Mahdi completed the Deep Learning Specialization from DeepLearning.AI in September 2024.
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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