changing dataset in SORT (simple online real-time tracking) example in Matlab

Question

alex 2023-7-30

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/2002462-changing-dataset-in-sort-simple-online-real-time-tracking-example-in-matlab

移动：DGM 2024-6-2

objectDetectionsCell.mat

Hello. I want to use my dataset as input to the SORT example ( https://www.mathworks.com/help/fusion/ug/implement-simple-online-and-realtime-tracking.html ) in Matlab. I used the yolo4 object detection algorithm and set the input for the SORT algorithm. I attached my input data to the SORT example, which is in objectDetection format as it should be. when I run the SORT algorithm with my dataset, this error happens:

error using ()

changing the data type on input 3 of the system object trackerGNN is not allowed without first calling the release(.) method.

Error in helperRunSort (line 18)

tracks = tracker(highScoreDetections, reader.CurrentTime, iouCost);

I would appreciate it if anyone could help me solve this issue. Regards

whos -file objectDetectionsCell.mat
  Name                      Size              Bytes  Class    Attributes

  objectDetectionsCell      1x200            873088  cell               

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Walter Roberson 2023-7-30

在 MATLAB Online 中打开

objectDetectionsCell.mat

load objectDetectionsCell
C1 = objectDetectionsCell{1};
whos C1
  Name       Size            Bytes  Class              Attributes

  C1        15x1              4140  objectDetection              

It is not clear what the datatype is for your iouCost -- and it is not clear how your objectDetection entries have been trained.

alex 2023-7-31

Thanks for your response. C1 is 15*1 and each entry shows the person detection result of YOLO4, which is in the objectDetection function format. C1 = 15*1 shows in frame 1, 15 persons are detected by YOLO4. I used some of the UCSD PED1 tif image sequence dataset and YOLO4 object detector.

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Answer 1

Walter Roberson 2023-7-31

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此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/2002462-changing-dataset-in-sort-simple-online-real-time-tracking-example-in-matlab#answer_1281312

移动：Walter Roberson 2023-7-31

I speculate that maybe your .tiff file is uint8 values, so the objectDetection matrices are expecting uint8 inputs, but that your iouCost is double()

The error message is telling you that iouCost in your code is not the same datatype that your detectors were trained against.

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alex 2023-7-31

移动：Walter Roberson 2023-7-31

Yes. You are right. I changed the input data type to double, and the problem is solved. Thank you very much.

BASHIR AHMAD RASHEEDY 2024-6-2

移动：DGM 2024-6-2

Alex;

I am also facing the same problem, I am using YOLO for a video sequence and gets the same problem, would you please share and how to change the input data to double.

thanks in advance

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