Dataset name | # | % |
---|---|---|
Stamps | 20653 | 100 |
Learning stamps | 15887 / 20653 | 76.92 |
Empty stamps | 15636 / 15887 | 98.42 |
Companion stamps | 251 / 15887 | 1.58 |
Test stamps | 4766 / 20653 | 23.08 |
Empty stamps | 4691 / 4766 | 98.43 |
Companion stamps | 75 / 4766 | 1.57 |
Result | ||
False positive (wrong detection) | 1 / 4691 | 0.02 |
False negative (missed detection) | 17 / 75 | 22.67 |
Total error | 18 / 4766 | 0.38 |
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Feature name | Coef. reg. log. |
---|---|
MeanSnr | -0.41 |
CenMaxSnr | 3.19 |
CenMaxSnrH3 | 0.36 |
MeanGra | 0.19 |
MaxGra | 0.58 |
StdevGra | 1.61 |
MaxMin | 0.37 |
DistStar | -1.56 |
AiryFig | 3.39 |
AiryFigH3 | -0.51 |
IndicSpec | -0.05 |
MeanNoise | -0.27 |
StdevNoise | -0.15 |
MeanSpec | 0.41 |
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|---|---|---|---|---|---|---|---|
randomize_HIP12394_noise_only | Stamp201334_D-1_L00_746_726 | 4.5 | (746, 726) | 22.0 | 0.72 | ![]() |
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details |
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|---|---|---|---|---|---|---|---|
randomize_HIP12394_3Mjup_2 | Stamp201205@@725-770_D2_L00_723_769 | 3.19 | (723, 769) | 45.0 | 0.35 | ![]() |
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details |
randomize_HIP12394_3Mjup_2 | Stamp201207@@803-726_D2_L00_801_726 | 3.32 | (801, 726) | 77.0 | 0.17 | ![]() |
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details |
randomize_HIP12394_3Mjup_2 | Stamp201209@@642-752_D1_L00_641_751 | 2.85 | (641, 751) | 87.0 | 0.15 | ![]() |
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details |
randomize_HIP12394_2Mjup_2 | Stamp201121@@719-706_D3_L00_719_709 | 2.52 | (719, 709) | 16.0 | 0.09 | ![]() |
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details |
randomize_HIP12394_2Mjup_2 | Stamp201123@@726-750_D0_L00_726_750 | 2.41 | (726, 750) | 26.0 | 0.08 | ![]() |
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details |
randomize_HIP12394_2Mjup_2 | Stamp201125@@680-691_D3_L00_680_694 | 2.48 | (680, 694) | 53.0 | 0.03 | ![]() |
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details |
randomize_HIP12394_2Mjup_2 | Stamp201126@@783-696_D1_L00_783_695 | 2.06 | (783, 695) | 66.0 | 0.01 | ![]() |
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details |
randomize_HIP12394_4Mjup | Stamp201237@@738-711_D2_L00_738_709 | 2.65 | (738, 709) | 21.0 | 0.16 | ![]() |
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details |
randomize_HIP12394_1Mjup | Stamp201046@@734-705_D3_L00_736_703 | 2.31 | (736, 703) | 24.0 | 0.07 | ![]() |
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details |
randomize_HIP12394_1Mjup | Stamp201051@@658-1087_D1_L00_657_1086 | 3.13 | (657, 1086) | 368.0 | 0.0 | ![]() |
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details |
randomize_HIP12394_1Mjup | Stamp201055@@687-499_D2_L00_686_497 | 2.67 | (686, 497) | 230.0 | 0.01 | ![]() |
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details |
randomize_HIP12394_1Mjup | Stamp201056@@876-825_D2_L00_877_823 | 2.17 | (877, 823) | 182.0 | 0.01 | ![]() |
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details |
randomize_HIP12394_1Mjup | Stamp201058@@902-941_D1_L00_901_940 | 2.68 | (901, 940) | 279.0 | 0.0 | ![]() |
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details |
randomize_HIP12394_2Mjup | Stamp201073@@762-727_D2_L00_761_725 | 2.1 | (761, 725) | 37.0 | 0.05 | ![]() |
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details |
randomize_HIP12394_2Mjup | Stamp201076@@793-640_D1_L00_792_640 | 3.59 | (792, 640) | 108.0 | 0.22 | ![]() |
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details |
randomize_HIP12394_2Mjup_1 | Stamp201100@@676-768_D3_L00_678_770 | 2.1 | (678, 770) | 65.0 | 0.01 | ![]() |
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details |
randomize_HIP12394_4Mjup_1 | Stamp201260@@738-712_D1_L00_738_711 | 3.2 | (738, 711) | 19.0 | 0.37 | ![]() |
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details |
Dataset name | # | % |
---|---|---|
Injections | 6 | - |
Usage stamps | 6676 | 100 |
Stamps with known object | 6 / 6676 | 0.09 |
Stamps unknown | 6670 / 6676 | 99.91 |
Result | ||
Candidates | 69 / 6676 | 1.03 |
Clusters candidates | 7 | - |
Injections found | 5 | 71.43 |
Other candidates | 2 | 28.57 |
Missed detect. | 2 / 6 | 33.33 |
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Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details | |
---|---|---|---|---|---|---|---|---|---|
Cluster 1 - 23 stamps (1 inj. found) details | |||||||||
BT1_HIP12394 | Stamp76129@@783-729_D2_L00_782_727 | 10.99 | (782, 727) | 58.0 | 1.0 | ![]() |
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details | |
Cluster 2 - 19 stamps (1 inj. found) details | |||||||||
BT1_HIP12394 | Stamp75656@@657-688_D1_L00_656_687 | 9.56 | (656, 687) | 77.0 | 1.0 | ![]() |
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details | |
Cluster 3 - 10 stamps (1 inj. found) details | |||||||||
BT1_HIP12394 | Stamp75976@@733-716_D2_L00_732_714 | 4.51 | (732, 714) | 13.0 | 0.88 | ![]() |
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details | |
Cluster 4 - 9 stamps (1 inj. found) details | |||||||||
BT1_HIP12394 | Stamp75403@@809-669_D1_L00_808_668 | 4.45 | (808, 668) | 101.0 | 0.8 | ![]() |
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details | |
Cluster 5 - 2 stamps (1 inj. found) details | |||||||||
BT1_HIP12394 | Stamp76251@561-738_D3_L00_561_735 | 4.18 | (561, 735) | 163.0 | 0.51 | ![]() |
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details | |
Cluster 6 - 3 stamps (No inj.) details | |||||||||
BT1_HIP12394 | Stamp75891_D29_L00_690_707 | 3.85 | (690, 707) | 38.0 | 0.53 | ![]() |
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details | |
Cluster 7 - 3 stamps (No inj.) details | |||||||||
BT1_HIP12394 | Stamp76191_D11_L00_772_731 | 2.88 | (772, 731) | 49.0 | 0.81 | ![]() |
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details |
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|---|---|---|---|---|---|---|---|
BT1_HIP12394 | Stamp75684@@747-692_D3_L00_746_689 | 2.74 | (746, 689) | 41.0 | 0.17 | ![]() |
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details |
BT1_HIP12394 | Stamp76250@@561-738_D3_L00_560_735 | 4.18 | (560, 735) | 164.0 | 0.43 | ![]() |
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details |
Dataset name | # | % |
---|---|---|
Injections | 39 | - |
Usage stamps | 8265 | 100 |
Stamps with known object | 39 / 8265 | 0.47 |
Stamps unknown | 8226 / 8265 | 99.53 |
Result | ||
Candidates | 1569 / 8265 | 18.98 |
Clusters candidates | 28 | - |
Injections found | 27 | 96.43 |
Other candidates | 1 | 3.57 |
Missed detect. | 13 / 39 | 33.33 |
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Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details | |
---|---|---|---|---|---|---|---|---|---|
Cluster 1 - 93 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp33023@@939-411_D2_L00_937_410 | 75.03 | (937, 410) | 379.0 | 1.0 | ![]() |
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details | |
Cluster 2 - 97 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp37548@@366-784_D2_L00_364_783 | 72.21 | (364, 783) | 365.0 | 1.0 | ![]() |
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details | |
Cluster 3 - 95 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp36919@@1069-740_D2_L00_1067_739 | 71.89 | (1067, 739) | 343.0 | 1.0 | ![]() |
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details | |
Cluster 4 - 89 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp34320@@450-543_D2_L00_448_542 | 69.2 | (448, 542) | 331.0 | 1.0 | ![]() |
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details | |
Cluster 5 - 90 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp40113@@971-999_D3_L00_969_997 | 69.17 | (969, 997) | 367.0 | 1.0 | ![]() |
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details | |
Cluster 6 - 73 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp33337@@465-446_D2_L00_463_445 | 68.2 | (463, 445) | 382.0 | 1.0 | ![]() |
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details | |
Cluster 7 - 125 stamps (2 inj. found) details | |||||||||
BT2_HIP12394 | Stamp37863@@466-804_D2_L00_464_803 | 67.74 | (464, 803) | 272.0 | 1.0 | ![]() |
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details | |
BT2_HIP12394 | Stamp37987@@483-811_D2_L00_481_810 | 53.99 | (481, 810) | 258.0 | 1.0 | ![]() |
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details | |
Cluster 8 - 90 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp32841@@767-392_D2_L00_765_391 | 66.0 | (765, 391) | 336.0 | 1.0 | ![]() |
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details | |
Cluster 9 - 82 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp34563@@922-561_D3_L00_919_560 | 65.74 | (919, 560) | 255.0 | 1.0 | ![]() |
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details | |
Cluster 10 - 63 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp39579@@470-950_D2_L00_468_949 | 62.41 | (468, 949) | 341.0 | 1.0 | ![]() |
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details | |
Cluster 11 - 72 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp38378@@501-840_D2_L00_499_839 | 61.53 | (499, 839) | 253.0 | 1.0 | ![]() |
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details | |
Cluster 12 - 67 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp40105@@724-998_D2_L00_722_997 | 59.84 | (722, 997) | 273.0 | 1.0 | ![]() |
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details | |
Cluster 13 - 70 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp39436@@832-937_D2_L00_830_936 | 57.6 | (830, 936) | 237.0 | 1.0 | ![]() |
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details | |
Cluster 14 - 100 stamps (2 inj. found) details | |||||||||
BT2_HIP12394 | Stamp36454@@969-716_D2_L00_967_715 | 53.16 | (967, 715) | 243.0 | 1.0 | ![]() |
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details | |
BT2_HIP12394 | Stamp36700@@973-730_D2_L00_971_729 | 54.48 | (971, 729) | 247.0 | 1.0 | ![]() |
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details | |
Cluster 15 - 62 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp36201@@478-700_D3_L00_475_699 | 54.07 | (475, 699) | 250.0 | 1.0 | ![]() |
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details | |
Cluster 16 - 64 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp39007@@655-898_D2_L00_653_897 | 51.6 | (653, 897) | 187.0 | 1.0 | ![]() |
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details | |
Cluster 17 - 49 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp37171@@938-757_D2_L00_936_756 | 50.32 | (936, 756) | 214.0 | 1.0 | ![]() |
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details | |
Cluster 18 - 44 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp33365@@680-447_D2_L00_678_446 | 34.12 | (678, 446) | 282.0 | 1.0 | ![]() |
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details | |
Cluster 19 - 24 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp34177@@659-534_D2_L00_657_533 | 26.33 | (657, 533) | 202.0 | 1.0 | ![]() |
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details | |
Cluster 20 - 29 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp38549@@758-853_D2_L00_756_852 | 11.82 | (756, 852) | 132.0 | 1.0 | ![]() |
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details | |
Cluster 21 - 24 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp39770@@766-967_D2_L00_764_966 | 11.18 | (764, 966) | 245.0 | 1.0 | ![]() |
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details | |
Cluster 22 - 21 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp40147@@593-1000_D2_L00_591_999 | 9.96 | (591, 999) | 305.0 | 1.0 | ![]() |
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details | |
Cluster 23 - 18 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp35199@@509-616_D2_L00_507_615 | 8.58 | (507, 615) | 243.0 | 1.0 | ![]() |
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details | |
Cluster 24 - 15 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp34845@@849-585_D3_L00_847_583 | 7.4 | (847, 583) | 187.0 | 1.0 | ![]() |
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details | |
Cluster 25 - 8 stamps (No inj.) details | |||||||||
BT2_HIP12394 | Stamp36607_D23_L00_745_725 | 4.5 | (745, 725) | 21.0 | 0.76 | ![]() |
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details | |
Cluster 26 - 2 stamps (1 inj. found) details | |||||||||
BT2_HIP12394 | Stamp37375@737-774_D3_L00_735_772 | 4.12 | (735, 772) | 49.0 | 0.51 | ![]() |
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details | |
Cluster 27 - 1 stamps (No inj.) details | |||||||||
BT2_HIP12394 | Stamp36792_D30_L00_684_734 | 3.52 | (684, 734) | 41.0 | 0.51 | ![]() |
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details | |
Cluster 28 - 2 stamps (No inj.) details | |||||||||
BT2_HIP12394 | Stamp34055_D12_L00_659_522 | 2.56 | (659, 522) | 212.0 | 0.95 | ![]() |
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details |
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|---|---|---|---|---|---|---|---|
BT2_HIP12394 | Stamp36003@@735-685_D3_L00_732_686 | 2.19 | (732, 686) | 39.0 | 0.01 | ![]() |
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details |
BT2_HIP12394 | Stamp36387@@703-711_D3_L00_700_711 | 2.44 | (700, 711) | 27.0 | 0.1 | ![]() |
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details |
BT2_HIP12394 | Stamp36687@@611-730_D2_L00_609_729 | 3.39 | (609, 729) | 115.0 | 0.12 | ![]() |
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details |
BT2_HIP12394 | Stamp36888@@593-740_D3_L00_591_738 | 2.4 | (591, 738) | 134.0 | 0.05 | ![]() |
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details |
BT2_HIP12394 | Stamp36966@@778-742_D2_L00_776_743 | 2.41 | (776, 743) | 55.0 | 0.06 | ![]() |
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details |
BT2_HIP12394 | Stamp37360@@723-772_D2_L00_721_771 | 2.54 | (721, 771) | 47.0 | 0.08 | ![]() |
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details |
BT2_HIP12394 | Stamp37385@@737-774_D3_L00_734_773 | 4.12 | (734, 773) | 50.0 | 0.46 | ![]() |
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details |
BT2_HIP12394 | Stamp37805@@717-802_D2_L00_717_800 | 2.06 | (717, 800) | 76.0 | 0.0 | ![]() |
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details |
BT2_HIP12394 | Stamp38100@@394-818_D3_L00_396_816 | 2.23 | (396, 816) | 341.0 | 0.0 | ![]() |
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details |
BT2_HIP12394 | Stamp38230@@933-831_D3_L00_932_828 | 2.87 | (932, 828) | 233.0 | 0.01 | ![]() |
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details |
BT2_HIP12394 | Stamp38558@@637-853_D3_L00_634_853 | 2.17 | (634, 853) | 157.0 | 0.01 | ![]() |
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details |
BT2_HIP12394 | Stamp40025@@758-991_D3_L00_760_993 | 2.62 | (760, 993) | 271.0 | 0.0 | ![]() |
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details |
BT2_HIP12394 | Stamp40855@@909-983_D2_L00_911_983 | 2.07 | (911, 983) | 319.0 | 0.0 | ![]() |
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details |
Dataset name | # | % |
---|---|---|
Injections | 25 | - |
Usage stamps | 7216 | 100 |
Stamps with known object | 25 / 7216 | 0.35 |
Stamps unknown | 7191 / 7216 | 99.65 |
Result | ||
Candidates | 427 / 7216 | 5.92 |
Clusters candidates | 21 | - |
Injections found | 19 | 90.48 |
Other candidates | 2 | 9.52 |
Missed detect. | 6 / 25 | 24.0 |
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Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details | |
---|---|---|---|---|---|---|---|---|---|
Cluster 1 - 45 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp53946@@956-402_D2_L00_954_401 | 41.12 | (954, 401) | 397.0 | 1.0 | ![]() |
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details | |
Cluster 2 - 39 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp54264@@931-445_D3_L00_929_443 | 37.81 | (929, 443) | 348.0 | 1.0 | ![]() |
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details | |
Cluster 3 - 25 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp58319@@567-812_D2_L00_565_811 | 22.81 | (565, 811) | 181.0 | 1.0 | ![]() |
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details | |
Cluster 4 - 25 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp55932@@594-619_D3_L00_592_617 | 19.25 | (592, 617) | 170.0 | 1.0 | ![]() |
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details | |
Cluster 5 - 20 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp58801@@782-854_D2_L00_780_853 | 13.72 | (780, 853) | 141.0 | 1.0 | ![]() |
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details | |
Cluster 6 - 22 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp60800@@725-1120_D2_L00_723_1119 | 12.6 | (723, 1119) | 395.0 | 1.0 | ![]() |
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details | |
Cluster 7 - 21 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp59487@@1007-923_D3_L00_1005_921 | 12.18 | (1005, 921) | 343.0 | 1.0 | ![]() |
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details | |
Cluster 8 - 24 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp60568@@531-1065_D3_L00_529_1063 | 12.08 | (529, 1063) | 391.0 | 1.0 | ![]() |
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details | |
Cluster 9 - 21 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp60413@@615-1041_D3_L00_612_1040 | 12.02 | (612, 1040) | 335.0 | 1.0 | ![]() |
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details | |
Cluster 10 - 22 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp54200@@440-441_D2_L00_438_440 | 11.93 | (438, 440) | 403.0 | 1.0 | ![]() |
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details | |
Cluster 11 - 22 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp55653@@421-592_D2_L00_419_591 | 11.75 | (419, 591) | 333.0 | 1.0 | ![]() |
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details | |
Cluster 12 - 22 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp53895@@705-398_D2_L00_703_397 | 11.45 | (703, 397) | 328.0 | 1.0 | ![]() |
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details | |
Cluster 13 - 17 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp60240@@572-1013_D2_L00_570_1012 | 11.4 | (570, 1012) | 327.0 | 1.0 | ![]() |
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details | |
Cluster 14 - 18 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp56884@@599-699_D2_L00_597_698 | 11.22 | (597, 698) | 130.0 | 1.0 | ![]() |
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details | |
Cluster 15 - 16 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp56667@@835-682_D2_L00_833_681 | 8.83 | (833, 681) | 117.0 | 1.0 | ![]() |
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details | |
Cluster 16 - 22 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp60047@@866-988_D3_L00_864_986 | 8.65 | (864, 986) | 297.0 | 1.0 | ![]() |
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details | |
Cluster 17 - 11 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp57833@@870-774_D3_L00_868_772 | 5.66 | (868, 772) | 152.0 | 0.93 | ![]() |
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details | |
Cluster 18 - 15 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp57992@@905-784_D3_L00_902_783 | 5.31 | (902, 783) | 188.0 | 0.81 | ![]() |
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details | |
Cluster 19 - 10 stamps (1 inj. found) details | |||||||||
BT3_HIP12394 | Stamp58440@@619-819_D2_L00_617_818 | 4.64 | (617, 818) | 142.0 | 0.65 | ![]() |
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details | |
Cluster 20 - 8 stamps (No inj.) details | |||||||||
BT3_HIP12394 | Stamp57219_D28_L00_745_725 | 4.3 | (745, 725) | 21.0 | 0.72 | ![]() |
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details | |
Cluster 21 - 2 stamps (No inj.) details | |||||||||
BT3_HIP12394 | Stamp57338_D31_L00_685_733 | 3.67 | (685, 733) | 40.0 | 0.51 | ![]() |
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details |
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|---|---|---|---|---|---|---|---|
BT3_HIP12394 | Stamp55068@@671-532_D1_L00_672_532 | 2.27 | (672, 532) | 199.0 | 0.0 | ![]() |
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details |
BT3_HIP12394 | Stamp55720@@756-599_D3_L00_754_597 | 4.22 | (754, 597) | 130.0 | 0.38 | ![]() |
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details |
BT3_HIP12394 | Stamp56403@@723-657_D2_L00_721_658 | 2.14 | (721, 658) | 66.0 | 0.01 | ![]() |
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details |
BT3_HIP12394 | Stamp56842@@679-692_D3_L00_679_695 | 2.47 | (679, 695) | 54.0 | 0.03 | ![]() |
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details |
BT3_HIP12394 | Stamp56866@@745-697_D2_L00_747_696 | 2.02 | (747, 696) | 36.0 | 0.03 | ![]() |
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BT3_HIP12394 | Stamp57629@@662-754_D2_L00_660_755 | 2.35 | (660, 755) | 71.0 | 0.01 | ![]() |
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