Facebook Detectron2
Research based on ~2k image from the test dataset
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TP - count of correctly recognized objects
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FP - count of objects which recognized as Fish but not Fish
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FN - count of unrecognized fish but is a fish
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Y - Count
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X - THRESHOLD
**THRESH Detailed table
| THRESH | TP | FP | FN | |
|---|---|---|---|---|
| 0 | 0.45 | 2851 | 796 | 1748 |
| 1 | 0.35 | 3201 | 1314 | 1398 |
| 2 | 0.25 | 3425 | 2130 | 1174 |
| 3 | 0.15 | 3554 | 3431 | 1045 |
| 4 | 0.10 | 3603 | 4542 | 996 |
| 5 | 0.05 | 3643 | 6547 | 956 |
How THRESHOLD impact to the amount of found fish in the photo:
