The goal of this paper is to serve as a guide for selecting a detection architecture that achieves the right speed/memory/accuracy balance for a given application and platform. To this end, we investigate various ways to trade accuracy for speed and memory usage in modern convolutional object detection systems... (read more)
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#65 best model for
Object Detection
on COCO test-dev
TASK | DATASET | MODEL | METRIC NAME | METRIC VALUE | GLOBAL RANK | COMPARE |
---|---|---|---|---|---|---|
Object Detection | COCO test-dev | Faster R-CNN | box AP | 34.7 | # 65 |