Puppis: Hardware Accelerator of Single-Shot Multibox Detectors for Edge-Based Applications
Vladimir Vrbaski,
Slobodan Josic,
Vuk Vranjkovic
et al.
Abstract:Object detection is a popular image-processing technique, widely used in numerous applications for detecting and locating objects in images or videos. While being one of the fastest algorithms for object detection, Single-shot Multibox Detection (SSD) networks are also computationally very demanding, which limits their usage in real-time edge applications. Even though the SSD post-processing algorithm is not the most-complex segment of the overall SSD object-detection network, it is still computationally deman… Show more
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