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[論文學習]《Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks 》
時間 2021-01-11
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Faster R-CNN
DeepLearning
Detection
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faster R-CNN的主要貢獻 提出了 region proposal network(RPN),通過該網絡我們可以將提取region proposal的過程也納入到深度學習的過程之中。這樣做既增加了Accuracy,由降低了耗時。之所以說增加Accuracy是因爲,RPN是可以通過反向傳播訓練的,所以他提取的proposal也會更準確一些。 The Flowchart of the Fast
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