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A peer-reviewed article of this preprint also exists.
This version is not peer-reviewed
Number of annotated images | Number of objects per image | Number of images Training set | Number of images Validation set | Number of images Test set | |
---|---|---|---|---|---|
Hare | 627 | ~1.1 | 1310 | 123 | 40 |
Roe deer | 158 | ~1.3 | 313 | 31 | 17 |
POI | 260 | ~5.4 | 549 | 46 | 21 |
Model/confidence limit | Trained model mAP | Number of object | Correctly annotated % | False negative % | False positive % |
---|---|---|---|---|---|
Hare 0.50 | 0.99 | 169 | 100 | 0 | 21 |
Hare 0.80 | 0.99 | 169 | 72 | 28 | 0 |
Roe deer 0.50 | 0.96 | 133 | 100 | 0 | 58 |
Roe deer 0.80 | 0.96 | 133 | 97 | 3 | 24 |
POI 0.20 | 0.43 | 624 | 60 | 40 | 10 |
POI 0.50 | 0.43 | 624 | 29 | 71 | 2 |
POI 0.80 | 0.43 | 624 | 0 | 100 | 0 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
Submitted:
24 November 2023
Posted:
27 November 2023
You are already at the latest version
A peer-reviewed article of this preprint also exists.
This version is not peer-reviewed
Submitted:
24 November 2023
Posted:
27 November 2023
You are already at the latest version
Number of annotated images | Number of objects per image | Number of images Training set | Number of images Validation set | Number of images Test set | |
---|---|---|---|---|---|
Hare | 627 | ~1.1 | 1310 | 123 | 40 |
Roe deer | 158 | ~1.3 | 313 | 31 | 17 |
POI | 260 | ~5.4 | 549 | 46 | 21 |
Model/confidence limit | Trained model mAP | Number of object | Correctly annotated % | False negative % | False positive % |
---|---|---|---|---|---|
Hare 0.50 | 0.99 | 169 | 100 | 0 | 21 |
Hare 0.80 | 0.99 | 169 | 72 | 28 | 0 |
Roe deer 0.50 | 0.96 | 133 | 100 | 0 | 58 |
Roe deer 0.80 | 0.96 | 133 | 97 | 3 | 24 |
POI 0.20 | 0.43 | 624 | 60 | 40 | 10 |
POI 0.50 | 0.43 | 624 | 29 | 71 | 2 |
POI 0.80 | 0.43 | 624 | 0 | 100 | 0 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
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et al.
Sensors,
2021
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et al.
Remote Sensing,
2021
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et al.
Remote Sensing,
2021
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