بعد أكاديمية كاوست
Mahdi completed the Deep Learning Specialization from DeepLearning.AI in September 2024.
المشروع الصيفي
تخصص الذكاء الاصطناعي · دفعة 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.
مع أكاديمية كاوست
- دفعة 2024
جامعة الملك عبدالله للعلوم والتقنية (كاوست) · المدرسة الصيفية للذكاء الاصطناعي
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