Balancing Speed and Precision: Lightweight and Accurate Depth Estimation for Light Field Image
Ryutaro Miya,
Tatsuya Kawaguchi,
Takushi Saito
Abstract:With the progression of AI, embedding advanced AI technologies into small robotics and mobile devices has become essential, driving research towards lightweighting AI models. Our study enhances the EPINET depth estimation model for light field images, aiming for compactness and faster inference while preserving accuracy. We conducted two-step experiments aimed at enhancing inference efficiency: Initially, by adjusting input streams and convolution layers, we simplified the CNN model, achieving faster inference… Show more
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