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YOLO - Papers
Papers Authors: Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi Implementations: Brief YOLO is a one shot detectors, meaning that it only does one pass on the images to output all the detec...
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YOLOv3 - Papers
Papers Authors: Joseph Redmon, Ali Farhadi Implementations: Brief This is the last version of the YOLO network, the authors share the new architecture of the network as well as the technical details f...
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YOLOv2 - Papers
Papers Authors: Joseph Redmon, Ali Farhadi Implementations: Brief This is an improved version of the YOLO network. It was designed to palliate to some defect of the YOLO: the precision of the network ...
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DeepSORT - Papers
Papers Authors: Nicolai Wojke, Alex Bewley, Dietrich Paulus Implementations: Brief This paper aims to improve the SORT performances using appearance information. The authors add a pre-trained deep lea...
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R-CNN - Papers
R-CNN Authors: Ross Girshick, Jeff Donahue, Trevor Darrell, Jitendra Malik Implementations: Brief This network is one of the pioneers for object detection. In its conception it is tightly linked to th...