Open ethanwhite opened 1 year ago
library(dplyr) model = "20230216_124813" sp_observations = read.csv(glue("analysis/data/{model}/species_test.csv")) sp_observations |> filter(label == "")
X image_path xmin ymin xmax ymax label 1 1684 43846914.png 832 476 852 525
This isn't an empty image:
Presumably this is a test set labeling mistake and is either missing it's label or should be "Unknown White".
All other birds in that image are WHIB's:
> sp_observations |> filter(image_path == "43846914.png") X image_path xmin ymin xmax ymax label 1 1361 43846914.png 6 153 56 203 White Ibis 2 1362 43846914.png 43 120 93 170 White Ibis 3 1363 43846914.png 1 81 51 131 White Ibis 4 1364 43846914.png 0 25 50 75 White Ibis 5 1365 43846914.png 1 4 51 54 White Ibis 6 1366 43846914.png 63 52 113 102 White Ibis 7 1367 43846914.png 89 145 139 195 White Ibis 8 1368 43846914.png 98 209 148 259 White Ibis 9 1369 43846914.png 28 311 78 361 White Ibis 10 1370 43846914.png 27 348 77 398 White Ibis 11 1371 43846914.png 54 388 104 438 White Ibis 12 1372 43846914.png 5 431 55 481 White Ibis 13 1373 43846914.png 46 474 96 524 White Ibis 14 1374 43846914.png 66 474 116 524 White Ibis 15 1375 43846914.png 113 430 163 480 White Ibis 16 1376 43846914.png 112 462 162 512 White Ibis 17 1377 43846914.png 98 470 148 520 White Ibis 18 1378 43846914.png 105 377 155 427 White Ibis 19 1379 43846914.png 99 338 149 388 White Ibis 20 1380 43846914.png 96 324 146 374 White Ibis 21 1381 43846914.png 107 291 157 341 White Ibis 22 1382 43846914.png 99 267 149 317 White Ibis 23 1383 43846914.png 206 267 256 317 White Ibis 24 1384 43846914.png 230 252 280 302 White Ibis 25 1385 43846914.png 176 125 226 175 White Ibis 26 1386 43846914.png 189 81 239 131 White Ibis 27 1387 43846914.png 158 37 208 87 White Ibis 28 1388 43846914.png 209 38 259 88 White Ibis 29 1389 43846914.png 231 5 281 55 White Ibis 30 1390 43846914.png 220 0 270 32 White Ibis 31 1391 43846914.png 279 93 329 143 White Ibis 32 1392 43846914.png 270 192 320 242 White Ibis 33 1393 43846914.png 302 280 352 330 White Ibis 34 1394 43846914.png 288 279 338 329 White Ibis 35 1395 43846914.png 295 369 345 419 White Ibis 36 1396 43846914.png 351 345 401 395 White Ibis 37 1397 43846914.png 374 273 424 323 White Ibis 38 1398 43846914.png 379 296 429 346 White Ibis 39 1399 43846914.png 401 305 451 355 White Ibis 40 1400 43846914.png 318 215 368 265 White Ibis 41 1401 43846914.png 343 185 393 235 White Ibis 42 1402 43846914.png 430 159 480 209 White Ibis 43 1403 43846914.png 379 58 429 108 White Ibis 44 1404 43846914.png 370 46 420 96 White Ibis 45 1405 43846914.png 363 0 413 43 White Ibis 46 1406 43846914.png 458 4 508 54 White Ibis 47 1407 43846914.png 468 30 518 80 White Ibis 48 1408 43846914.png 456 81 506 131 White Ibis 49 1409 43846914.png 478 89 528 139 White Ibis 50 1410 43846914.png 528 106 578 156 White Ibis 51 1411 43846914.png 540 118 590 168 White Ibis 52 1412 43846914.png 525 163 575 213 White Ibis 53 1413 43846914.png 536 171 586 221 White Ibis 54 1414 43846914.png 490 212 540 262 White Ibis 55 1415 43846914.png 533 272 583 322 White Ibis 56 1416 43846914.png 486 357 536 407 White Ibis 57 1417 43846914.png 473 347 523 397 White Ibis 58 1418 43846914.png 458 423 508 473 White Ibis 59 1419 43846914.png 402 411 452 461 White Ibis 60 1420 43846914.png 501 0 551 36 White Ibis 61 1421 43846914.png 592 0 642 30 White Ibis 62 1422 43846914.png 608 0 658 33 White Ibis 63 1423 43846914.png 621 41 671 91 White Ibis 64 1424 43846914.png 554 38 604 88 White Ibis 65 1425 43846914.png 531 26 581 76 White Ibis 66 1426 43846914.png 595 93 645 143 White Ibis 67 1427 43846914.png 578 126 628 176 White Ibis 68 1428 43846914.png 592 175 642 225 White Ibis 69 1429 43846914.png 613 169 663 219 White Ibis 70 1430 43846914.png 650 137 700 187 White Ibis 71 1431 43846914.png 676 184 726 234 White Ibis 72 1432 43846914.png 580 234 630 284 White Ibis 73 1433 43846914.png 601 323 651 373 White Ibis 74 1434 43846914.png 577 322 627 372 White Ibis 75 1435 43846914.png 628 299 678 349 White Ibis 76 1436 43846914.png 640 275 690 325 White Ibis 77 1437 43846914.png 747 136 797 186 White Ibis 78 1438 43846914.png 771 108 821 158 White Ibis 79 1439 43846914.png 798 94 848 144 White Ibis 80 1440 43846914.png 714 65 764 115 White Ibis 81 1441 43846914.png 708 19 758 69 White Ibis 82 1442 43846914.png 709 1 759 51 White Ibis 83 1443 43846914.png 755 16 805 66 White Ibis 84 1444 43846914.png 769 26 819 76 White Ibis 85 1445 43846914.png 790 0 840 50 White Ibis 86 1446 43846914.png 790 0 840 32 White Ibis 87 1447 43846914.png 844 0 894 43 White Ibis 88 1448 43846914.png 878 17 928 67 White Ibis 89 1449 43846914.png 894 0 944 45 White Ibis 90 1450 43846914.png 799 201 849 251 White Ibis 91 1451 43846914.png 780 202 830 252 White Ibis 92 1452 43846914.png 745 238 795 288 White Ibis 93 1453 43846914.png 728 267 778 317 White Ibis 94 1454 43846914.png 781 290 831 340 White Ibis 95 1455 43846914.png 795 298 845 348 White Ibis 96 1456 43846914.png 790 347 840 397 White Ibis 97 1457 43846914.png 778 360 828 410 White Ibis 98 1458 43846914.png 738 371 788 421 White Ibis 99 1459 43846914.png 691 379 741 429 White Ibis 100 1460 43846914.png 827 308 877 358 White Ibis 101 1461 43846914.png 830 276 880 326 White Ibis 102 1462 43846914.png 832 255 882 305 White Ibis 103 1463 43846914.png 901 282 951 332 White Ibis 104 1464 43846914.png 915 292 965 342 White Ibis 105 1465 43846914.png 923 387 973 437 White Ibis 106 1466 43846914.png 872 378 922 428 White Ibis 107 1467 43846914.png 881 395 931 445 White Ibis 108 1468 43846914.png 851 363 901 413 White Ibis 109 1469 43846914.png 835 349 885 399 White Ibis 110 1470 43846914.png 980 0 1030 32 White Ibis 111 1471 43846914.png 978 39 1028 89 White Ibis 112 1472 43846914.png 991 56 1041 106 White Ibis 113 1473 43846914.png 1017 14 1067 64 White Ibis 114 1474 43846914.png 1033 29 1083 79 White Ibis 115 1475 43846914.png 1063 28 1113 78 White Ibis 116 1476 43846914.png 1071 43 1121 93 White Ibis 117 1477 43846914.png 1018 115 1068 165 White Ibis 118 1478 43846914.png 1041 116 1091 166 White Ibis 119 1479 43846914.png 1001 120 1051 170 White Ibis 120 1480 43846914.png 1009 164 1059 214 White Ibis 121 1481 43846914.png 1013 182 1063 232 White Ibis 122 1482 43846914.png 946 184 996 234 White Ibis 123 1483 43846914.png 975 240 1025 290 White Ibis 124 1484 43846914.png 970 263 1020 313 White Ibis 125 1485 43846914.png 1016 250 1066 300 White Ibis 126 1486 43846914.png 1033 273 1083 323 White Ibis 127 1487 43846914.png 921 322 971 372 White Ibis 128 1488 43846914.png 987 339 1037 389 White Ibis 129 1489 43846914.png 1012 325 1062 375 White Ibis 130 1490 43846914.png 1009 401 1059 451 White Ibis 131 1491 43846914.png 1079 402 1129 452 White Ibis 132 1492 43846914.png 1104 137 1154 187 White Ibis 133 1493 43846914.png 1102 163 1152 213 White Ibis 134 1494 43846914.png 1054 81 1104 131 White Ibis 135 1495 43846914.png 1131 66 1181 116 White Ibis 136 1496 43846914.png 1166 65 1216 115 White Ibis 137 1497 43846914.png 1260 3 1310 53 White Ibis 138 1498 43846914.png 1203 317 1253 367 White Ibis 139 1499 43846914.png 1157 478 1207 528 White Ibis 140 1500 43846914.png 1228 478 1278 528 White Ibis 141 1501 43846914.png 1230 494 1280 544 White Ibis 142 1502 43846914.png 1235 422 1285 472 White Ibis 143 1503 43846914.png 1144 525 1194 575 White Ibis 144 1504 43846914.png 1079 542 1129 592 White Ibis 145 1505 43846914.png 964 513 1014 563 White Ibis 146 1506 43846914.png 943 472 993 522 White Ibis 147 1507 43846914.png 920 465 970 515 White Ibis 148 1508 43846914.png 901 501 951 551 White Ibis 149 1509 43846914.png 875 500 925 550 White Ibis 150 1510 43846914.png 1315 543 1365 593 White Ibis 151 1511 43846914.png 1472 732 1500 782 White Ibis 152 1512 43846914.png 1445 796 1495 846 White Ibis 153 1513 43846914.png 1370 761 1420 811 White Ibis 154 1514 43846914.png 1318 731 1368 781 White Ibis 155 1515 43846914.png 1205 650 1255 700 White Ibis 156 1516 43846914.png 1137 667 1187 717 White Ibis 157 1517 43846914.png 1152 682 1202 732 White Ibis 158 1518 43846914.png 1297 670 1347 720 White Ibis 159 1519 43846914.png 1428 686 1478 736 White Ibis 160 1520 43846914.png 1292 785 1342 835 White Ibis 161 1521 43846914.png 1264 737 1314 787 White Ibis 162 1522 43846914.png 1209 715 1259 765 White Ibis 163 1523 43846914.png 1178 746 1228 796 White Ibis 164 1524 43846914.png 1084 744 1134 794 White Ibis 165 1525 43846914.png 1083 727 1133 777 White Ibis 166 1526 43846914.png 1064 720 1114 770 White Ibis 167 1527 43846914.png 1093 803 1143 853 White Ibis 168 1528 43846914.png 1095 858 1145 908 White Ibis 169 1529 43846914.png 1242 859 1292 909 White Ibis 170 1530 43846914.png 1261 867 1311 917 White Ibis 171 1531 43846914.png 1336 857 1386 907 White Ibis 172 1532 43846914.png 1376 927 1426 977 White Ibis 173 1533 43846914.png 1300 919 1350 969 White Ibis 174 1534 43846914.png 1216 939 1266 989 White Ibis 175 1535 43846914.png 1122 947 1172 997 White Ibis 176 1536 43846914.png 1065 913 1115 963 White Ibis 177 1537 43846914.png 1017 838 1067 888 White Ibis 178 1538 43846914.png 1320 988 1370 1038 White Ibis 179 1539 43846914.png 1339 1042 1389 1092 White Ibis 180 1540 43846914.png 1371 1021 1421 1071 White Ibis 181 1541 43846914.png 1445 982 1495 1032 White Ibis 182 1542 43846914.png 1446 1035 1496 1085 White Ibis 183 1543 43846914.png 1459 1061 1500 1111 White Ibis 184 1544 43846914.png 1451 1096 1500 1146 White Ibis 185 1545 43846914.png 1381 1120 1431 1170 White Ibis 186 1546 43846914.png 1386 1089 1436 1139 White Ibis 187 1547 43846914.png 1314 1081 1364 1131 White Ibis 188 1548 43846914.png 1277 1033 1327 1083 White Ibis 189 1549 43846914.png 1251 1087 1301 1137 White Ibis 190 1550 43846914.png 1210 992 1260 1042 White Ibis 191 1551 43846914.png 1156 1086 1206 1136 White Ibis 192 1552 43846914.png 1112 1062 1162 1112 White Ibis 193 1553 43846914.png 1059 1012 1109 1062 White Ibis 194 1554 43846914.png 1262 1140 1312 1190 White Ibis 195 1555 43846914.png 1329 1141 1379 1191 White Ibis 196 1556 43846914.png 1430 1142 1480 1192 White Ibis 197 1557 43846914.png 1395 888 1445 938 White Ibis 198 1558 43846914.png 1374 1204 1424 1254 White Ibis 199 1559 43846914.png 1423 1212 1473 1262 White Ibis 200 1560 43846914.png 1453 1169 1500 1219 White Ibis 201 1561 43846914.png 1473 1176 1500 1226 White Ibis 202 1562 43846914.png 1378 1289 1428 1339 White Ibis 203 1563 43846914.png 1309 1263 1359 1313 White Ibis 204 1564 43846914.png 1282 1246 1332 1296 White Ibis 205 1565 43846914.png 1227 1280 1277 1330 White Ibis 206 1566 43846914.png 1163 1232 1213 1282 White Ibis 207 1567 43846914.png 1158 1181 1208 1231 White Ibis 208 1568 43846914.png 1181 1183 1231 1233 White Ibis 209 1569 43846914.png 1221 1171 1271 1221 White Ibis 210 1570 43846914.png 1127 1244 1177 1294 White Ibis 211 1571 43846914.png 1103 1240 1153 1290 White Ibis 212 1572 43846914.png 1077 1178 1127 1228 White Ibis 213 1573 43846914.png 1080 1127 1130 1177 White Ibis 214 1574 43846914.png 1473 1239 1500 1289 White Ibis 215 1575 43846914.png 1200 1370 1250 1420 White Ibis 216 1576 43846914.png 1131 1316 1181 1366 White Ibis 217 1577 43846914.png 1032 1281 1082 1331 White Ibis 218 1578 43846914.png 1050 1387 1100 1437 White Ibis 219 1579 43846914.png 1138 1455 1188 1500 White Ibis 220 1580 43846914.png 1011 1200 1061 1250 White Ibis 221 1581 43846914.png 1012 1128 1062 1178 White Ibis 222 1582 43846914.png 1029 1128 1079 1178 White Ibis 223 1583 43846914.png 947 1092 997 1142 White Ibis 224 1584 43846914.png 950 1038 1000 1088 White Ibis 225 1585 43846914.png 978 1001 1028 1051 White Ibis 226 1586 43846914.png 984 981 1034 1031 White Ibis 227 1587 43846914.png 930 953 980 1003 White Ibis 228 1588 43846914.png 910 961 960 1011 White Ibis 229 1589 43846914.png 867 943 917 993 White Ibis 230 1590 43846914.png 1007 1046 1057 1096 White Ibis 231 1591 43846914.png 993 1087 1043 1137 White Ibis 232 1592 43846914.png 971 1169 1021 1219 White Ibis 233 1593 43846914.png 932 1183 982 1233 White Ibis 234 1594 43846914.png 932 1199 982 1249 White Ibis 235 1595 43846914.png 968 1238 1018 1288 White Ibis 236 1596 43846914.png 950 1303 1000 1353 White Ibis 237 1597 43846914.png 891 1271 941 1321 White Ibis 238 1598 43846914.png 890 1261 940 1311 White Ibis 239 1599 43846914.png 895 1338 945 1388 White Ibis 240 1600 43846914.png 916 1447 966 1497 White Ibis 241 1601 43846914.png 728 1439 778 1489 White Ibis 242 1602 43846914.png 735 1399 785 1449 White Ibis 243 1603 43846914.png 686 1397 736 1447 White Ibis 244 1604 43846914.png 719 1350 769 1400 White Ibis 245 1605 43846914.png 728 1287 778 1337 White Ibis 246 1606 43846914.png 707 1169 757 1219 White Ibis 247 1607 43846914.png 728 1188 778 1238 White Ibis 248 1608 43846914.png 665 1159 715 1209 White Ibis 249 1609 43846914.png 643 1359 693 1409 White Ibis 250 1610 43846914.png 610 1321 660 1371 White Ibis 251 1611 43846914.png 576 1325 626 1375 White Ibis 252 1612 43846914.png 576 1349 626 1399 White Ibis 253 1613 43846914.png 595 1393 645 1443 White Ibis 254 1614 43846914.png 616 1442 666 1492 White Ibis 255 1615 43846914.png 534 1464 584 1500 White Ibis 256 1616 43846914.png 439 1430 489 1480 White Ibis 257 1617 43846914.png 439 1469 489 1500 White Ibis 258 1618 43846914.png 429 1392 479 1442 White Ibis 259 1619 43846914.png 408 1394 458 1444 White Ibis 260 1620 43846914.png 386 1380 436 1430 White Ibis 261 1621 43846914.png 517 1361 567 1411 White Ibis 262 1622 43846914.png 459 1265 509 1315 White Ibis 263 1623 43846914.png 391 1254 441 1304 White Ibis 264 1624 43846914.png 553 1035 603 1085 White Ibis 265 1625 43846914.png 533 1049 583 1099 White Ibis 266 1626 43846914.png 518 1064 568 1114 White Ibis 267 1627 43846914.png 501 1032 551 1082 White Ibis 268 1628 43846914.png 505 1016 555 1066 White Ibis 269 1629 43846914.png 464 1002 514 1052 White Ibis 270 1630 43846914.png 423 1066 473 1116 White Ibis 271 1631 43846914.png 405 1049 455 1099 White Ibis 272 1632 43846914.png 714 1068 764 1118 White Ibis 273 1633 43846914.png 546 1234 596 1284 White Ibis 274 1634 43846914.png 892 813 942 863 White Ibis 275 1635 43846914.png 866 818 916 868 White Ibis 276 1636 43846914.png 946 857 996 907 White Ibis 277 1637 43846914.png 944 841 994 891 White Ibis 278 1638 43846914.png 990 924 1040 974 White Ibis 279 1639 43846914.png 995 868 1045 918 White Ibis 280 1640 43846914.png 954 707 1004 757 White Ibis 281 1641 43846914.png 944 690 994 740 White Ibis 282 1642 43846914.png 972 651 1022 701 White Ibis 283 1643 43846914.png 994 651 1044 701 White Ibis 284 1644 43846914.png 932 645 982 695 White Ibis 285 1645 43846914.png 851 696 901 746 White Ibis 286 1646 43846914.png 823 695 873 745 White Ibis 287 1647 43846914.png 870 734 920 784 White Ibis 288 1648 43846914.png 871 751 921 801 White Ibis 289 1649 43846914.png 858 772 908 822 White Ibis 290 1650 43846914.png 755 687 805 737 White Ibis 291 1651 43846914.png 750 707 800 757 White Ibis 292 1652 43846914.png 722 675 772 725 White Ibis 293 1653 43846914.png 712 695 762 745 White Ibis 294 1654 43846914.png 695 642 745 692 White Ibis 295 1655 43846914.png 616 600 666 650 White Ibis 296 1656 43846914.png 784 633 834 683 White Ibis 297 1657 43846914.png 798 580 848 630 White Ibis 298 1658 43846914.png 852 586 902 636 White Ibis 299 1659 43846914.png 871 558 921 608 White Ibis 300 1660 43846914.png 853 558 903 608 White Ibis 301 1661 43846914.png 566 853 616 903 White Ibis 302 1662 43846914.png 571 463 621 513 White Ibis 303 1663 43846914.png 571 478 621 528 White Ibis 304 1664 43846914.png 506 468 556 518 White Ibis 305 1665 43846914.png 287 617 337 667 White Ibis 306 1666 43846914.png 373 554 423 604 White Ibis 307 1667 43846914.png 91 531 141 581 White Ibis 308 1668 43846914.png 128 545 178 595 White Ibis 309 1669 43846914.png 128 577 178 627 White Ibis 310 1670 43846914.png 770 808 820 858 White Ibis 311 1671 43846914.png 744 769 794 819 White Ibis 312 1672 43846914.png 189 662 239 712 White Ibis 313 1673 43846914.png 222 1378 272 1428 White Ibis 314 1674 43846914.png 93 1368 143 1418 White Ibis 315 1675 43846914.png 130 1398 180 1448 White Ibis 316 1676 43846914.png 0 1166 29 1216 White Ibis 317 1677 43846914.png 63 1058 113 1108 White Ibis 318 1678 43846914.png 16 1010 66 1060 White Ibis 319 1679 43846914.png 0 974 31 1024 White Ibis 320 1680 43846914.png 223 439 273 489 White Ibis 321 1681 43846914.png 427 205 477 255 White Ibis 322 1682 43846914.png 439 189 489 239 White Ibis 323 1683 43846914.png 284 40 334 90 White Ibis 324 1684 43846914.png 832 476 852 525 325 1685 43846914.png 830 516 877 553 White Ibis 326 1686 43846914.png 805 510 830 546 White Ibis
This isn't an empty image:
Presumably this is a test set labeling mistake and is either missing it's label or should be "Unknown White".
All other birds in that image are WHIB's: