Dataset name | # | % |
---|---|---|
Stamps | 20125 | 100 |
Learning stamps | 15481 / 20125 | 76.92 |
Empty stamps | 15228 / 15481 | 98.37 |
Companion stamps | 253 / 15481 | 1.63 |
Test stamps | 4644 / 20125 | 23.08 |
Empty stamps | 4568 / 4644 | 98.36 |
Companion stamps | 76 / 4644 | 1.64 |
Result | ||
False positive (wrong detection) | 0 / 4568 | 0.0 |
False negative (missed detection) | 6 / 76 | 7.89 |
Total error | 6 / 4644 | 0.13 |
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Feature name | Coef. reg. log. |
---|---|
MeanSnr | -0.02 |
CenMaxSnr | 2.93 |
CenMaxSnrH3 | 0.22 |
MeanGra | -0.37 |
MaxGra | 2.22 |
StdevGra | 1.42 |
MaxMin | 0.33 |
DistStar | -1.78 |
AiryFig | 2.96 |
AiryFigH3 | -0.03 |
IndicSpec | -0.12 |
MeanNoise | 0.01 |
StdevNoise | -0.22 |
MeanSpec | 0.25 |
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|---|---|---|---|---|---|---|---|
randomize_HIP1993_2Mjup_1 | Stamp217028@@790-642_D2_L00_790_640 | 3.03 | (790, 640) | 107.0 | 0.15 | ![]() |
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details |
randomize_HIP1993_2Mjup | Stamp216998@@724-764_D2_L00_723_762 | 2.79 | (723, 762) | 38.0 | 0.29 | ![]() |
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details |
randomize_HIP1993_2Mjup | Stamp217000@@741-737_D3_L00_739_735 | 2.66 | (739, 735) | 19.0 | 0.3 | ![]() |
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details |
randomize_HIP1993_2Mjup | Stamp217003@@769-783_D2_L00_769_781 | 2.41 | (769, 781) | 73.0 | 0.03 | ![]() |
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details |
randomize_HIP1993_1Mjup | Stamp216977@@643-742_D2_L00_643_740 | 2.18 | (643, 740) | 83.0 | 0.01 | ![]() |
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details |
randomize_HIP1993_1Mjup | Stamp216991@@911-959_D2_L00_912_957 | 2.08 | (912, 957) | 299.0 | 0.0 | ![]() |
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details |
Dataset name | # | % |
---|---|---|
Injections | 8 | - |
Usage stamps | 2384 | 100 |
Stamps with known object | 8 / 2384 | 0.34 |
Stamps unknown | 2376 / 2384 | 99.66 |
Result | ||
Candidates | 65 / 2384 | 2.73 |
Clusters candidates | 7 | - |
Injections found | 6 | 85.71 |
Other candidates | 1 | 14.29 |
Missed detect. | 2 / 8 | 25.0 |
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Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details | |
---|---|---|---|---|---|---|---|---|---|
Cluster 1 - 11 stamps (1 inj. found) details | |||||||||
BT1_HIP1993 | Stamp70467@@736-707_D2_L00_735_705 | 5.52 | (735, 705) | 22.0 | 1.0 | ![]() |
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details | |
Cluster 2 - 17 stamps (1 inj. found) details | |||||||||
BT1_HIP1993 | Stamp71096@@744-889_D1_L00_743_888 | 5.19 | (743, 888) | 165.0 | 1.0 | ![]() |
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details | |
Cluster 3 - 9 stamps (1 inj. found) details | |||||||||
BT1_HIP1993 | Stamp70793@@786-804_D1_L00_785_803 | 4.56 | (785, 803) | 100.0 | 0.99 | ![]() |
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details | |
Cluster 4 - 12 stamps (1 inj. found) details | |||||||||
BT1_HIP1993 | Stamp70598@@765-738_D2_L00_764_736 | 4.53 | (764, 736) | 42.0 | 1.0 | ![]() |
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details | |
Cluster 5 - 9 stamps (1 inj. found) details | |||||||||
BT1_HIP1993 | Stamp70489@@669-711_D2_L00_668_709 | 3.7 | (668, 709) | 58.0 | 0.88 | ![]() |
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details | |
Cluster 6 - 6 stamps (1 inj. found) details | |||||||||
BT1_HIP1993 | Stamp70545@@738-726_D2_L00_738_724 | 3.28 | (738, 724) | 14.0 | 0.9 | ![]() |
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details | |
Cluster 7 - 1 stamps (No inj.) details | |||||||||
BT1_HIP1993 | Stamp70324_D44_L00_723_661 | 3.0 | (723, 661) | 63.0 | 0.57 | ![]() |
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details |
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|---|---|---|---|---|---|---|---|
BT1_HIP1993 | Stamp70450@@706-702_D1_L00_705_701 | 2.52 | (705, 701) | 30.0 | 0.13 | ![]() |
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details |
BT1_HIP1993 | Stamp70463@@800-706_D2_L00_799_704 | 2.54 | (799, 704) | 78.0 | 0.19 | ![]() |
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details |
Dataset name | # | % |
---|---|---|
Injections | 24 | - |
Usage stamps | 2834 | 100 |
Stamps with known object | 24 / 2834 | 0.85 |
Stamps unknown | 2810 / 2834 | 99.15 |
Result | ||
Candidates | 476 / 2834 | 16.8 |
Clusters candidates | 24 | - |
Injections found | 20 | 83.33 |
Other candidates | 4 | 16.67 |
Missed detect. | 4 / 24 | 16.67 |
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Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details | |
---|---|---|---|---|---|---|---|---|---|
Cluster 1 - 33 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp52563@@497-1024_D2_L00_495_1023 | 23.28 | (495, 1023) | 377.0 | 1.0 | ![]() |
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details | |
Cluster 2 - 31 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp52180@@903-927_D3_L00_901_925 | 21.87 | (901, 925) | 268.0 | 1.0 | ![]() |
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details | |
Cluster 3 - 33 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp52319@@698-957_D3_L00_696_955 | 20.59 | (696, 955) | 233.0 | 1.0 | ![]() |
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details | |
Cluster 4 - 35 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp51976@@469-882_D3_L00_466_881 | 19.58 | (466, 881) | 302.0 | 1.0 | ![]() |
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details | |
Cluster 5 - 29 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp50412@@705-512_D3_L00_703_510 | 19.07 | (703, 510) | 215.0 | 1.0 | ![]() |
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details | |
Cluster 6 - 29 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp51585@@923-791_D2_L00_921_790 | 18.8 | (921, 790) | 208.0 | 1.0 | ![]() |
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details | |
Cluster 7 - 26 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp51906@@760-873_D3_L00_758_871 | 15.17 | (758, 871) | 151.0 | 1.0 | ![]() |
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details | |
Cluster 8 - 22 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp50769@@686-589_D3_L00_684_587 | 15.13 | (684, 587) | 143.0 | 1.0 | ![]() |
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details | |
Cluster 9 - 34 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp50945@@853-638_D2_L00_851_637 | 14.2 | (851, 637) | 154.0 | 1.0 | ![]() |
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details | |
Cluster 10 - 27 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp50983@@635-644_D3_L00_633_642 | 12.49 | (633, 642) | 122.0 | 1.0 | ![]() |
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details | |
Cluster 11 - 20 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp52255@@745-942_D2_L00_743_941 | 6.81 | (743, 941) | 218.0 | 1.0 | ![]() |
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details | |
Cluster 12 - 19 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp50272@@465-479_D2_L00_463_478 | 6.68 | (463, 478) | 359.0 | 1.0 | ![]() |
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details | |
Cluster 13 - 18 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp50172@@827-459_D2_L00_825_458 | 6.5 | (825, 458) | 285.0 | 1.0 | ![]() |
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details | |
Cluster 14 - 14 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp51310@@779-720_D3_L00_777_718 | 6.32 | (777, 718) | 53.0 | 1.0 | ![]() |
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details | |
Cluster 15 - 18 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp52014@@510-887_D2_L00_508_886 | 6.21 | (508, 886) | 270.0 | 1.0 | ![]() |
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details | |
Cluster 16 - 17 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp50507@@993-529_D2_L00_991_528 | 6.2 | (991, 528) | 331.0 | 1.0 | ![]() |
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details | |
Cluster 17 - 17 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp51465@@493-758_D3_L00_490_757 | 6.2 | (490, 757) | 236.0 | 1.0 | ![]() |
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details | |
Cluster 18 - 14 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp52114@@758-907_D2_L00_756_906 | 6.05 | (756, 906) | 185.0 | 1.0 | ![]() |
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details | |
Cluster 19 - 16 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp51662@@882-802_D2_L00_880_801 | 5.21 | (880, 801) | 174.0 | 1.0 | ![]() |
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details | |
Cluster 20 - 17 stamps (1 inj. found) details | |||||||||
BT3_HIP1993 | Stamp50219@@730-469_D2_L00_728_468 | 4.64 | (728, 468) | 256.0 | 0.87 | ![]() |
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details | |
Cluster 21 - 3 stamps (No inj.) details | |||||||||
BT3_HIP1993 | Stamp52051_D13_L00_499_894 | 3.72 | (499, 894) | 282.0 | 0.52 | ![]() |
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details | |
Cluster 22 - 1 stamps (No inj.) details | |||||||||
BT3_HIP1993 | Stamp50350_D15_L00_711_498 | 2.46 | (711, 498) | 226.0 | 0.81 | ![]() |
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details | |
Cluster 23 - 2 stamps (No inj.) details | |||||||||
BT3_HIP1993 | Stamp50897_D14_L00_858_625 | 2.06 | (858, 625) | 167.0 | 0.94 | ![]() |
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details | |
Cluster 24 - 1 stamps (No inj.) details | |||||||||
BT3_HIP1993 | Stamp52287_D16_L00_685_948 | 2.05 | (685, 948) | 227.0 | 1.0 | ![]() |
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details |
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|---|---|---|---|---|---|---|---|
BT3_HIP1993 | Stamp51056@@763-658_D3_L00_761_656 | 2.24 | (761, 656) | 77.0 | 0.01 | ![]() |
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details |
BT3_HIP1993 | Stamp51418@@655-746_D3_L00_653_744 | 2.24 | (653, 744) | 74.0 | 0.04 | ![]() |
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details |
BT3_HIP1993 | Stamp51713@@618-811_D3_L00_617_814 | 2.01 | (617, 814) | 140.0 | 0.0 | ![]() |
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details |
BT3_HIP1993 | Stamp52185@@1070-926_D3_L00_1073_925 | 2.87 | (1073, 925) | 403.0 | 0.0 | ![]() |
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details |
Dataset name | # | % |
---|---|---|
Injections | 37 | - |
Usage stamps | 3516 | 100 |
Stamps with known object | 37 / 3516 | 1.05 |
Stamps unknown | 3479 / 3516 | 98.95 |
Result | ||
Candidates | 1151 / 3516 | 32.74 |
Clusters candidates | 34 | - |
Injections found | 33 | 97.06 |
Other candidates | 1 | 2.94 |
Missed detect. | 4 / 37 | 10.81 |
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Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details | |
---|---|---|---|---|---|---|---|---|---|
Cluster 1 - 64 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29970@@441-801_D3_L00_439_799 | 41.28 | (439, 799) | 295.0 | 1.0 | ![]() |
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details | |
Cluster 2 - 86 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp28043@@931-403_D2_L00_929_402 | 41.01 | (929, 402) | 382.0 | 1.0 | ![]() |
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details | |
Cluster 3 - 85 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29688@@1102-742_D3_L00_1099_741 | 39.85 | (1099, 741) | 375.0 | 1.0 | ![]() |
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details | |
Cluster 4 - 44 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp27944@@753-391_D3_L00_751_389 | 39.57 | (751, 389) | 336.0 | 1.0 | ![]() |
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details | |
Cluster 5 - 53 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp31094@@724-1033_D2_L00_722_1032 | 38.66 | (722, 1032) | 308.0 | 1.0 | ![]() |
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details | |
Cluster 6 - 50 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp30589@@405-917_D3_L00_403_915 | 36.42 | (403, 915) | 374.0 | 1.0 | ![]() |
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details | |
Cluster 7 - 63 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp28753@@504-559_D3_L00_501_558 | 36.22 | (501, 558) | 278.0 | 1.0 | ![]() |
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details | |
Cluster 8 - 61 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp30771@@864-954_D2_L00_862_953 | 36.14 | (862, 953) | 267.0 | 1.0 | ![]() |
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details | |
Cluster 9 - 81 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp30305@@919-853_D3_L00_916_852 | 35.54 | (916, 852) | 231.0 | 1.0 | ![]() |
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details | |
Cluster 10 - 58 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp28623@@714-545_D3_L00_712_543 | 29.61 | (712, 543) | 181.0 | 1.0 | ![]() |
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details | |
Cluster 11 - 36 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp28988@@806-612_D3_L00_803_611 | 23.79 | (803, 611) | 138.0 | 1.0 | ![]() |
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details | |
Cluster 12 - 39 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp31245@@601-1071_D2_L00_599_1070 | 22.74 | (599, 1070) | 368.0 | 1.0 | ![]() |
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details | |
Cluster 13 - 33 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp28412@@922-511_D3_L00_920_509 | 21.87 | (920, 509) | 291.0 | 1.0 | ![]() |
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details | |
Cluster 14 - 32 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp28169@@666-441_D2_L00_664_440 | 21.44 | (664, 440) | 290.0 | 1.0 | ![]() |
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details | |
Cluster 15 - 32 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp30795@@687-956_D2_L00_685_955 | 20.55 | (685, 955) | 234.0 | 1.0 | ![]() |
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details | |
Cluster 16 - 29 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp30201@@542-838_D2_L00_540_837 | 19.29 | (540, 837) | 216.0 | 1.0 | ![]() |
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details | |
Cluster 17 - 28 stamps (2 inj. found) details | |||||||||
BT2_HIP1993 | Stamp30128@@893-826_D3_L00_891_824 | 18.2 | (891, 824) | 195.0 | 1.0 | ![]() |
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details | |
BT2_HIP1993 | Stamp30113@@899-825_D3_L00_898_822 | 2.1 | (898, 822) | 200.0 | 1.0 | ![]() |
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details | |
Cluster 18 - 46 stamps (2 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29300@@785-675_D3_L00_783_673 | 14.71 | (783, 673) | 78.0 | 1.0 | ![]() |
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details | |
BT2_HIP1993 | Stamp29348@@783-680_D2_L00_781_679 | 13.26 | (781, 679) | 73.0 | 1.0 | ![]() |
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details | |
Cluster 19 - 26 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29236@@719-667_D2_L00_717_666 | 13.5 | (717, 666) | 58.0 | 1.0 | ![]() |
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details | |
Cluster 20 - 24 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29647@@774-741_D3_L00_772_739 | 12.26 | (772, 739) | 50.0 | 1.0 | ![]() |
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details | |
Cluster 21 - 24 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29305@@1072-675_D3_L00_1070_673 | 7.4 | (1070, 673) | 350.0 | 1.0 | ![]() |
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details | |
Cluster 22 - 21 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp31309@@755-1090_D2_L00_753_1089 | 7.17 | (753, 1089) | 366.0 | 1.0 | ![]() |
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details | |
Cluster 23 - 20 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29771@@677-757_D2_L00_675_756 | 6.9 | (675, 756) | 59.0 | 1.0 | ![]() |
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details | |
Cluster 24 - 13 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29844@@715-777_D2_L00_713_776 | 6.24 | (713, 776) | 53.0 | 1.0 | ![]() |
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details | |
Cluster 25 - 16 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp30583@@757-915_D1_L00_756_914 | 5.92 | (756, 914) | 193.0 | 1.0 | ![]() |
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details | |
Cluster 26 - 24 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp30089@@515-820_D2_L00_513_819 | 5.41 | (513, 819) | 231.0 | 1.0 | ![]() |
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details | |
Cluster 27 - 13 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29129@@603-651_D3_L00_601_649 | 5.4 | (601, 649) | 144.0 | 1.0 | ![]() |
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details | |
Cluster 28 - 20 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp28417@@412-512_D3_L00_410_510 | 4.95 | (410, 510) | 380.0 | 0.83 | ![]() |
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details | |
Cluster 29 - 8 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29481@@836-710_D2_L00_834_709 | 3.94 | (834, 709) | 111.0 | 0.75 | ![]() |
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details | |
Cluster 30 - 11 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp30134@@633-827_D3_L00_631_825 | 3.82 | (631, 825) | 137.0 | 0.78 | ![]() |
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details | |
Cluster 31 - 7 stamps (1 inj. found) details | |||||||||
BT2_HIP1993 | Stamp29551@@743-728_D2_L00_741_727 | 3.35 | (741, 727) | 17.0 | 0.89 | ![]() |
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details | |
Cluster 32 - 2 stamps (No inj.) details | |||||||||
BT2_HIP1993 | Stamp28193_D14_L00_653_446 | 2.38 | (653, 446) | 287.0 | 1.0 | ![]() |
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details | |
Cluster 33 - 1 stamps (No inj.) details | |||||||||
BT2_HIP1993 | Stamp31202_D18_L00_588_1059 | 2.25 | (588, 1059) | 362.0 | 0.78 | ![]() |
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details | |
Cluster 34 - 1 stamps (No inj.) details | |||||||||
BT2_HIP1993 | Stamp29385_D11_L00_794_683 | 2.03 | (794, 683) | 81.0 | 0.85 | ![]() |
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details |
Star name | Name | Center SNR max | Coordinate | Dist. star | Prediction | Image L1 | Image L2 | Details |
---|---|---|---|---|---|---|---|---|
BT2_HIP1993 | Stamp28074@@842-408_D2_L00_840_407 | 2.33 | (840, 407) | 338.0 | 0.0 | ![]() |
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details |
BT2_HIP1993 | Stamp29132@@929-649_D1_L00_930_649 | 2.25 | (930, 649) | 219.0 | 0.0 | ![]() |
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details |
BT2_HIP1993 | Stamp29577@@1019-732_D1_L00_1018_732 | 2.14 | (1018, 732) | 294.0 | 0.0 | ![]() |
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details |
BT2_HIP1993 | Stamp29924@@512-791_D3_L00_513_794 | 2.86 | (513, 794) | 222.0 | 0.03 | ![]() |
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details |