無人商店貨架偵測及商品追蹤 | 施凱茗’s Portfolio

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無人商店貨架偵測及商品追蹤

無人商店貨架偵測及商品追蹤

無人商店貨架偵測及商品追蹤

資料工程師

・

Taipei, Taiwan

透過電腦視覺及物件偵測演算法，辨識商品並計算貨架上的數量。物件偵測演算法使用TensorFlow搭建的YOLOv3，透過自行拍設7項商品共約1000張照片進行模型訓練，最終模型可於測試資料集得到mAP約0.96的準確度。示範影片連結： https://youtu.be/S13KCU8XBCU

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Published: Nov 11th 2020

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YOLOv3

OpenCV

TensorFlow

Python

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