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Title: | The blood cells segmentation and counting by using mask- RCNN | Authors: | Tran Anh Thu | Keywords: | Blood cells segmentation;Mask- RCNN | Issue Date: | 2021 | Abstract: | In this thesis, the main goal is to explore the benefit of Mask-RCNN in Blood Cells Counting and Classification. Mask-RCNN acquires various potentials for Object Detection and Segmentation in the future. For that, I would like to look into Mask-RCNN method as well as its application in daily life. In addition, Mask-RCNN has been applied in many potential fields such as in Traffic system or in Immigration management system, especially, in Health Monitoring system and Medical Laboratory activities. In specific, I aim to discuss about all aspects of Mask-RCNN for its strengths and its weaknesses, and from that, I will apply the advance of Mask-RCNN method to Blood Cells Counting and Classification. |
URI(1): | http://epub.vgu.edu.vn/handle/dlibvgu/1277 |
Appears in Collections: | Computer Science (CS) |
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