This report summarizes the fourth-place solution of the 'Vision Meets Algae' object detection challenge held on IEEE UV'2022 focuses on object detection in marine biology images obtained through the micros...
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This report summarizes the fourth-place solution of the “Vision Meets Algae” object detection challenge held on IEEE UV’2022 focuses on object detection in marine biology images obtained through the microscope. Fir...
This report summarizes the fourth-place solution of the “Vision Meets Algae” object detection challenge held on IEEE UV’2022 focuses on object detection in marine biology images obtained through the microscope. First, we experimented with a large number of backbones and necks to improve mAP by enhancing the model structure. Then, we designed and tested a variety of data augmentation schemes based on algal characteristics from a data perspective. Finally, with multiple models ensembled adopted, our methods achieve 57.579% mAP on the test set.
作者：
马歆侯志俭蒋传文刘涌Department of Electrical Engineering
Shanghai Jiao Tong University Shanghai 200240 P. JR. China Department of Electrical Engineering
Shanghai Jiao Tong University Shanghai 200240 P. JR. Chinahe main objective of this paper is to show an overview analysis of market power issues. Market power reflects the scarcity of power supply. It is the ability of a particular seller or group of sellers to maintain prices profitably above competitive levels for a significant period of time. Because the electric power system has its own characteristics that are different to other economic systems both physical factors and economic factors of power system are key elements on this definition. We study some cases here including different line limit levels load levels and bid strategy through a market model based on OPF (optimal power flow) with a decommitment algorithm.
The main objective of this paper is to show an overview analysis of market power *** power reflects the scarcity of power *** is the ability of a particular seller or group of sellers to maintain prices profitably abo...
详细信息
The main objective of this paper is to show an overview analysis of market power *** power reflects the scarcity of power *** is the ability of a particular seller or group of sellers to maintain prices profitably above competitive levels for a significant period of *** the electric power system has its own characteristics that are different to other economic systems,both physical factors and economic factors of power system are key elements on this *** study some cases here,including different line limit levels,load levels and bid strategy through a market model based on OPF (optimal power flow) with a decommitment algorithm.
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