Структурная Лупинос

Версия 17:10, 27 мая 2025

https://colab.research.google.com/drive/12XkAvDx_rJok36K1biqUB0GStRO_hTzH?usp=sharing
Большинство кружочков цепляет, но тз не дает понятия как у них размеры считать, поэтому диаметр есть лишь в пикселях

Как выглядит таблицевое:
center_x,center_y,diameter,confidence
741.86,977.58,182.2,0.918
875.94,172.73,173.14,0.91
965.35,765.33,159.79,0.906
967.7,924.22,147.84,0.906
1707.11,1499.9,188.73,0.903
1226.51,828.86,171.24,0.902
1384.61,798.64,159.19,0.902
1572.71,691.7,152.94,0.902
855.34,1127.09,172.25,0.902
598.23,1685.73,162.74,0.901
656.51,604.83,176.45,0.9
1038.54,1177.63,167.65,0.9
256.81,1095.56,187.53,0.899
1089.45,1745.62,154.99,0.899
1021.69,1592.26,178.0,0.898
1084.64,433.81,189.34,0.898
1419.16,1215.0,168.5,0.898
438.6,1190.71,142.16,0.897
1440.88,1876.13,156.42,0.897
1327.7,956.26,167.33,0.895
812.18,1688.48,173.26,0.892
1825.31,896.2,177.11,0.892
1284.53,422.76,184.74,0.891
360.82,584.77,162.7,0.89
1752.5,404.74,164.12,0.89
516.72,770.46,156.61,0.889
1907.14,133.06,135.96,0.889
1469.12,497.0,187.94,0.889
867.37,1510.11,204.72,0.887
1161.67,1585.06,148.62,0.886
245.66,1953.57,186.7,0.884
1261.49,1263.11,158.17,0.883
209.59,1494.53,233.3,0.883
811.91,677.31,159.01,0.882
1718.65,660.3,161.25,0.882
1874.68,1831.72,169.88,0.882
2035.83,1208.16,150.13,0.881
1660.23,1294.85,152.52,0.881
574.23,1269.94,149.77,0.88
2046.79,710.39,158.86,0.879
639.77,1540.45,165.04,0.877
492.49,456.27,194.6,0.877
1571.12,1695.85,150.34,0.875
215.61,571.6,206.81,0.875
790.61,314.39,167.83,0.875
1917.81,338.05,151.82,0.874
1402.56,239.88,156.92,0.873
370.28,1641.21,139.58,0.873
189.76,1241.36,148.28,0.866
794.73,459.83,152.88,0.866
667.0,757.7,164.15,0.864
1489.34,997.49,143.25,0.864
986.8,257.17,142.57,0.863
1208.65,654.93,151.05,0.862
1585.41,1833.37,136.15,0.856
1173.08,1407.12,166.31,0.855
938.34,2045.33,129.69,0.85
1615.84,516.38,158.95,0.848
1327.38,1576.21,137.68,0.845
110.72,255.4,154.56,0.843
1154.46,2041.58,140.85,0.842
1724.36,1093.6,138.99,0.839
1312.27,554.52,147.19,0.838
720.78,1216.86,146.64,0.836
1463.17,1372.66,140.4,0.836
798.74,814.01,144.27,0.832
732.84,2004.2,129.09,0.832
1933.9,966.28,138.51,0.827
1828.08,1492.17,132.88,0.825
944.37,1912.82,138.72,0.825
319.85,250.12,161.01,0.825
433.83,1372.97,160.54,0.824
550.8,1943.9,189.52,0.822
2044.64,432.35,160.68,0.815
2038.54,1891.77,130.21,0.815
266.13,106.83,112.5,0.807
1045.3,629.58,152.0,0.802
1117.44,931.37,145.0,0.798
2046.06,273.45,146.27,0.797
1537.32,223.55,132.23,0.796
96.19,1141.09,120.01,0.795
1032.77,1413.0,139.62,0.791
1283.45,126.78,124.29,0.789
1927.36,490.19,126.68,0.788
144.79,918.65,120.07,0.788
1881.29,1139.1,133.62,0.785
372.88,1952.99,140.7,0.785
1169.58,213.24,149.06,0.783
141.12,1645.13,142.06,0.771
1263.62,1992.87,126.59,0.77
651.78,2048.0,120.66,0.766
385.31,2048.0,133.54,0.761
946.8,1735.61,154.73,0.759
1385.15,660.72,138.6,0.759
156.06,703.54,145.99,0.754
1731.07,240.87,193.31,0.743
1666.73,1889.58,117.65,0.739
263.18,1713.34,149.88,0.733
1371.02,1741.08,127.65,0.727
1116.82,1063.3,124.81,0.718
200.97,304.11,132.76,0.714
1968.96,808.9,125.04,0.71
920.89,517.04,149.2,0.695
377.38,684.11,111.34,0.687
1168.93,519.98,126.66,0.687
296.89,415.45,142.22,0.684
140.01,64.15,99.56,0.683
489.98,1764.02,126.33,0.676
978.35,1313.58,133.67,0.672
106.63,385.71,118.63,0.671
673.59,1888.74,127.62,0.668
1604.86,367.89,150.03,0.663
550.16,1945.68,187.79,0.662
2047.52,937.08,112.38,0.661
1209.6,656.0,153.78,0.658
1733.06,242.88,200.78,0.641
1571.33,690.82,150.94,0.628
2040.04,70.66,109.53,0.623
672.86,1389.5,152.27,0.612
410.22,847.03,138.26,0.611
1781.83,1666.42,130.37,0.608
1257.59,1887.08,121.4,0.554
1825.87,1491.58,130.01,0.553
1084.81,735.22,130.12,0.541
312.85,928.33,155.99,0.528
578.15,931.34,148.04,0.525