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To inspect prescription drugs with one-dose package (ODP), we propose an automated inspection system which based on computer vision. In the proposed system, we capture both-side of drugs at once and apply hierarchical identification. In this paper, we report several results of inspection experiments, which distinguish about a hundred kinds of naked drugs. As a result, we have achieved sufficient recognition rate and discuss its robustness.