Marine Review Decision Layer

Fused YOLO-Fish + YOLO-World decisions. Seal candidates first; raw model labels preserved in CSV/JSON.

These are model outputs, not sightings. Five frames have been opened and identified by a person and are shown below; four of those five model calls were wrong. Everything after that section is unreviewed, and confidence does not order it usefully, so read the queue rather than the scores.

106 frame(s) embedded in the page, 5.3 MB. source video is not embedded: the clips run to 7 GB.

106sources
3860fused rows
36seal candidates
38marine candidates
758fish/marine conflicts
0single-sample, demoted
0fixed furniture, not shown

1. mast_center_aquarium_20260810T190342.ts

seal_candidate: 13 · marine_mammal_candidate: 4 · fish: 65 · fish_world_marine_conflict: 25 · model_conflict_suppressed: 3 · suppressed_part: 24 · other_taxon_candidate: 1 · distractor: 1

Best Frame

best candidate

2. mast_center_aquarium_20260810T190444.ts

seal_candidate: 12 · marine_mammal_candidate: 5 · fish: 145 · fish_world_marine_conflict: 46 · model_conflict_suppressed: 11 · suppressed_part: 26

Best Frame

best candidate

3. mast_center_aquarium_20260810T192743.ts

seal_candidate: 1 · marine_mammal_candidate: 2 · fish: 110 · fish_world_marine_conflict: 60 · model_conflict_suppressed: 9 · suppressed_part: 4 · other_taxon_candidate: 5

Best Frame

best candidate

4. mast_center_aquarium_20260810T192943.ts

seal_candidate: 1 · marine_mammal_candidate: 1 · fish: 31 · fish_world_marine_conflict: 19 · model_conflict_suppressed: 2 · suppressed_part: 3

Best Frame

best candidate

5. mast_center_aquarium_20260810T193043.ts

seal_candidate: 2 · marine_mammal_candidate: 4 · fish: 22 · fish_world_marine_conflict: 10 · suppressed_part: 5

Best Frame

best candidate

6. mast_center_aquarium_20260810T193443.ts

seal_candidate: 4 · marine_mammal_candidate: 1 · fish: 49 · fish_world_marine_conflict: 19 · model_conflict_suppressed: 4 · suppressed_part: 11 · other_taxon_candidate: 4 · distractor: 16

Best Frame

best candidate

7. mast_center_aquarium_20260810T193543.ts

seal_candidate: 1 · marine_mammal_candidate: 3 · fish: 101 · fish_world_marine_conflict: 41 · model_conflict_suppressed: 9 · suppressed_part: 3 · distractor: 21 · other_taxon_candidate: 17

Best Frame

best candidate

8. mast_center_aquarium_20260810T195044.ts

seal_candidate: 1 · fish: 81 · fish_world_marine_conflict: 15 · model_conflict_suppressed: 1 · suppressed_part: 2

Best Frame

best candidate

9. mast_center_aquarium_20260810T201041.ts

seal_candidate: 1 · marine_mammal_candidate: 1 · fish: 39 · fish_world_marine_conflict: 18 · model_conflict_suppressed: 1 · suppressed_part: 3 · distractor: 18

Best Frame

best candidate

10. mast_center_aquarium_20260810T191039.ts

marine_mammal_candidate: 2 · fish: 19 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 10 · distractor: 1 · other_taxon_candidate: 2

Best Frame

best candidate

11. mast_center_aquarium_20260810T191343.ts

marine_mammal_candidate: 1 · fish: 18 · fish_world_marine_conflict: 5 · model_conflict_suppressed: 5 · distractor: 1

Best Frame

best candidate

12. mast_center_aquarium_20260810T192543.ts

marine_mammal_candidate: 2 · fish: 82 · fish_world_marine_conflict: 50 · model_conflict_suppressed: 6 · other_taxon_candidate: 5

Best Frame

best candidate

13. mast_center_aquarium_20260810T194344.ts

marine_mammal_candidate: 3 · fish: 32 · fish_world_marine_conflict: 17 · model_conflict_suppressed: 9 · other_taxon_candidate: 1 · distractor: 1

Best Frame

best candidate

14. mast_center_aquarium_20260810T195542.ts

marine_mammal_candidate: 1 · fish: 34 · fish_world_marine_conflict: 3 · model_conflict_suppressed: 5 · distractor: 1 · other_taxon_candidate: 1

Best Frame

best candidate

15. mast_center_aquarium_20260810T200142.ts

marine_mammal_candidate: 2 · fish: 29 · fish_world_marine_conflict: 3

Best Frame

best candidate

16. mast_center_aquarium_20260810T200244.ts

marine_mammal_candidate: 1 · fish: 20 · fish_world_marine_conflict: 2

Best Frame

best candidate

17. mast_center_aquarium_20260810T200943.ts

marine_mammal_candidate: 1 · fish: 30 · fish_world_marine_conflict: 8 · model_conflict_suppressed: 12 · distractor: 16

Best Frame

best candidate

18. mast_center_aquarium_20260810T201242.ts

marine_mammal_candidate: 1 · fish: 5 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 1 · distractor: 20

Best Frame

best candidate

19. mast_center_aquarium_20260810T201442.ts

marine_mammal_candidate: 1 · fish: 13 · fish_world_marine_conflict: 4 · model_conflict_suppressed: 5 · distractor: 4

Best Frame

best candidate

20. mast_center_aquarium_20260810T201941.ts

marine_mammal_candidate: 2 · fish: 26 · model_conflict_suppressed: 3 · distractor: 3

Best Frame

best candidate

21. mast_center_aquarium_20260810T190043.ts

fish: 12 · model_conflict_suppressed: 1

Best Frame

best candidate

22. mast_center_aquarium_20260810T190142.ts

fish: 3 · distractor: 1

Best Frame

best candidate

23. mast_center_aquarium_20260810T190244.ts

fish: 76 · fish_world_marine_conflict: 44 · model_conflict_suppressed: 10 · other_taxon_candidate: 1

Best Frame

best candidate

24. mast_center_aquarium_20260810T190543.ts

fish: 30 · fish_world_marine_conflict: 10 · model_conflict_suppressed: 5 · other_taxon_candidate: 1

Best Frame

best candidate

25. mast_center_aquarium_20260810T190644.ts

fish: 33 · fish_world_marine_conflict: 13

Best Frame

best candidate

26. mast_center_aquarium_20260810T190740.ts

fish: 6 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 1 · distractor: 1

Best Frame

best candidate

27. mast_center_aquarium_20260810T190943.ts

fish: 5 · fish_world_marine_conflict: 2 · model_conflict_suppressed: 1

Best Frame

best candidate

28. mast_center_aquarium_20260810T191141.ts

fish: 2

Best Frame

best candidate

29. mast_center_aquarium_20260810T191243.ts

fish: 7 · other_taxon_candidate: 1

Best Frame

best candidate

30. mast_center_aquarium_20260810T191442.ts

fish: 2 · model_conflict_suppressed: 1 · other_taxon_candidate: 1

Best Frame

best candidate

31. mast_center_aquarium_20260810T191544.ts

fish: 6 · model_conflict_suppressed: 1 · other_taxon_candidate: 1

Best Frame

best candidate

32. mast_center_aquarium_20260810T191643.ts

fish: 5

Best Frame

best candidate

33. mast_center_aquarium_20260810T191743.ts

fish: 86 · fish_world_marine_conflict: 16 · model_conflict_suppressed: 2

Best Frame

best candidate

34. mast_center_aquarium_20260810T191843.ts

fish: 9 · fish_world_marine_conflict: 2 · model_conflict_suppressed: 1

Best Frame

best candidate

35. mast_center_aquarium_20260810T191941.ts

fish: 5

Best Frame

best candidate

36. mast_center_aquarium_20260810T192044.ts

fish: 58 · fish_world_marine_conflict: 11

Best Frame

best candidate

37. mast_center_aquarium_20260810T192143.ts

fish: 2 · other_taxon_candidate: 1

Best Frame

best candidate

38. mast_center_aquarium_20260810T192240.ts

fish: 4

Best Frame

best candidate

39. mast_center_aquarium_20260810T192342.ts

fish: 22 · fish_world_marine_conflict: 4 · model_conflict_suppressed: 3 · other_taxon_candidate: 1

Best Frame

best candidate

40. mast_center_aquarium_20260810T192443.ts

fish: 36 · fish_world_marine_conflict: 22 · model_conflict_suppressed: 9 · other_taxon_candidate: 4 · distractor: 2

Best Frame

best candidate

41. mast_center_aquarium_20260810T192643.ts

fish: 86 · fish_world_marine_conflict: 58 · model_conflict_suppressed: 16 · distractor: 1 · other_taxon_candidate: 12

Best Frame

best candidate

42. mast_center_aquarium_20260810T192841.ts

fish: 78 · fish_world_marine_conflict: 42 · model_conflict_suppressed: 3 · other_taxon_candidate: 3

Best Frame

best candidate

43. mast_center_aquarium_20260810T193143.ts

fish: 10 · distractor: 1

Best Frame

best candidate

44. mast_center_aquarium_20260810T193242.ts

fish: 32 · fish_world_marine_conflict: 6 · model_conflict_suppressed: 6 · distractor: 9 · other_taxon_candidate: 9

Best Frame

best candidate

45. mast_center_aquarium_20260810T193342.ts

fish: 32 · fish_world_marine_conflict: 14 · model_conflict_suppressed: 2 · distractor: 18

Best Frame

best candidate

46. mast_center_aquarium_20260810T193642.ts

fish: 32 · fish_world_marine_conflict: 8 · model_conflict_suppressed: 8 · distractor: 11

Best Frame

best candidate

47. mast_center_aquarium_20260810T193743.ts

fish: 6 · fish_world_marine_conflict: 3 · model_conflict_suppressed: 3 · distractor: 6

Best Frame

best candidate

48. mast_center_aquarium_20260810T193843.ts

fish: 65 · fish_world_marine_conflict: 41 · model_conflict_suppressed: 2 · distractor: 7

Best Frame

best candidate

49. mast_center_aquarium_20260810T193943.ts

fish: 70 · fish_world_marine_conflict: 37 · model_conflict_suppressed: 1 · distractor: 9

Best Frame

best candidate

50. mast_center_aquarium_20260810T194043.ts

fish: 8 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 4 · distractor: 4

Best Frame

best candidate

51. mast_center_aquarium_20260810T194144.ts

fish: 18 · fish_world_marine_conflict: 3 · model_conflict_suppressed: 2 · distractor: 3

Best Frame

best candidate

52. mast_center_aquarium_20260810T194244.ts

fish: 8 · fish_world_marine_conflict: 1 · distractor: 10

Best Frame

best candidate

53. mast_center_aquarium_20260810T194443.ts

fish: 6 · model_conflict_suppressed: 2 · distractor: 2

Best Frame

best candidate

54. mast_center_aquarium_20260810T194543.ts

fish: 4 · model_conflict_suppressed: 2 · other_taxon_candidate: 1

Best Frame

best candidate

55. mast_center_aquarium_20260810T194642.ts

fish: 42 · fish_world_marine_conflict: 13 · model_conflict_suppressed: 2 · distractor: 1 · other_taxon_candidate: 1

Best Frame

best candidate

56. mast_center_aquarium_20260810T194744.ts

fish: 14 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 1

Best Frame

best candidate

57. mast_center_aquarium_20260810T194842.ts

fish: 88 · fish_world_marine_conflict: 23 · model_conflict_suppressed: 2 · other_taxon_candidate: 2

Best Frame

best candidate

58. mast_center_aquarium_20260810T194943.ts

fish: 12 · fish_world_marine_conflict: 1

Best Frame

best candidate

59. mast_center_aquarium_20260810T195141.ts

fish: 4 · fish_world_marine_conflict: 1

Best Frame

best candidate

60. mast_center_aquarium_20260810T195243.ts

fish: 9 · distractor: 1

Best Frame

best candidate

61. mast_center_aquarium_20260810T195339.ts

fish: 46 · fish_world_marine_conflict: 10 · distractor: 3

Best Frame

best candidate

62. mast_center_aquarium_20260810T195441.ts

fish: 26 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 3

Best Frame

best candidate

63. mast_center_aquarium_20260810T195643.ts

fish: 9

Best Frame

best candidate

64. mast_center_aquarium_20260810T195744.ts

fish: 4 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 1 · distractor: 1

Best Frame

best candidate

65. mast_center_aquarium_20260810T195842.ts

fish: 10 · model_conflict_suppressed: 1

Best Frame

best candidate

66. mast_center_aquarium_20260810T195944.ts

fish: 12 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 1

Best Frame

best candidate

67. mast_center_aquarium_20260810T200043.ts

fish: 2

Best Frame

best candidate

68. mast_center_aquarium_20260810T200342.ts

fish: 6 · model_conflict_suppressed: 1

Best Frame

best candidate

69. mast_center_aquarium_20260810T200443.ts

fish: 5

Best Frame

best candidate

70. mast_center_aquarium_20260810T200543.ts

fish: 26

Best Frame

best candidate

71. mast_center_aquarium_20260810T200644.ts

fish: 6 · distractor: 1

Best Frame

best candidate

72. mast_center_aquarium_20260810T200743.ts

fish: 18 · distractor: 2

Best Frame

best candidate

73. mast_center_aquarium_20260810T200844.ts

fish: 6 · distractor: 3

Best Frame

best candidate

74. mast_center_aquarium_20260810T201143.ts

fish: 36 · fish_world_marine_conflict: 11 · model_conflict_suppressed: 3 · distractor: 12 · other_taxon_candidate: 2

Best Frame

best candidate

75. mast_center_aquarium_20260810T201344.ts

fish: 19 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 2 · distractor: 17

Best Frame

best candidate

76. mast_center_aquarium_20260810T201544.ts

fish: 5 · other_taxon_candidate: 1

Best Frame

best candidate

77. mast_center_aquarium_20260810T201642.ts

fish: 52 · model_conflict_suppressed: 12 · distractor: 2

Best Frame

best candidate

78. mast_center_aquarium_20260810T201744.ts

fish: 11 · fish_world_marine_conflict: 6 · distractor: 5

Best Frame

best candidate

79. mast_center_aquarium_20260810T201843.ts

fish: 3 · fish_world_marine_conflict: 1 · distractor: 3

Best Frame

best candidate

80. mast_center_aquarium_20260810T202044.ts

fish: 5 · distractor: 3

Best Frame

best candidate

81. mast_center_aquarium_20260810T202140.ts

fish: 3 · distractor: 1

Best Frame

best candidate

82. mast_center_aquarium_20260810T202242.ts

fish: 2 · distractor: 1

Best Frame

best candidate

83. mast_center_aquarium_20260810T202343.ts

fish: 6 · distractor: 1

Best Frame

best candidate

84. mast_center_aquarium_20260810T202443.ts

fish: 2

Best Frame

best candidate

85. mast_center_aquarium_20260810T202540.ts

fish: 4 · fish_world_marine_conflict: 1 · model_conflict_suppressed: 1

Best Frame

best candidate

86. mast_center_aquarium_20260810T202642.ts

fish: 8 · distractor: 1

Best Frame

best candidate

87. mast_center_aquarium_20260810T202742.ts

fish: 3 · distractor: 1

Best Frame

best candidate

88. mast_center_aquarium_20260810T202843.ts

fish: 3 · distractor: 4

Best Frame

best candidate

89. mast_center_aquarium_20260810T202944.ts

fish: 7

Best Frame

best candidate

90. mast_center_aquarium_20260810T203044.ts

fish: 2 · distractor: 2

Best Frame

best candidate

91. mast_center_aquarium_20260810T203143.ts

fish: 3

Best Frame

best candidate

92. mast_center_aquarium_20260810T203242.ts

fish: 2 · distractor: 3

Best Frame

best candidate

93. mast_center_aquarium_20260810T203343.ts

fish: 2 · distractor: 1

Best Frame

best candidate

94. mast_center_aquarium_20260810T204744.ts

fish: 2 · distractor: 1

Best Frame

best candidate

95. mast_center_aquarium_20260810T204844.ts

fish: 3 · distractor: 1

Best Frame

best candidate

96. mast_center_aquarium_20260810T204945.ts

fish: 30 · model_conflict_suppressed: 2 · other_taxon_candidate: 2 · distractor: 1

Best Frame

best candidate

97. mast_center_aquarium_20260810T205046.ts

fish: 1 · distractor: 3

Best Frame

best candidate

98. mast_center_aquarium_20260810T204545.ts

distractor: 1

Best Frame

best candidate

99. mast_center_aquarium_20260810T204644.ts

distractor: 1

Best Frame

best candidate

100. mast_center_aquarium_20260810T205226.ts

distractor: 1

Best Frame

best candidate

101. mast_center_aquarium_20260810T205322.ts

distractor: 2

Best Frame

best candidate

102. mast_center_aquarium_20260810T205417.ts

distractor: 1

Best Frame

best candidate

103. mast_center_aquarium_20260810T205521.ts

distractor: 1

Best Frame

best candidate

104. mast_center_aquarium_20260810T205638.ts

distractor: 4

Best Frame

best candidate

105. mast_center_aquarium_20260810T205734.ts

distractor: 2

Best Frame

best candidate

106. mast_center_aquarium_20260810T205956.ts

distractor: 3

Best Frame

best candidate

These pages, the code that produced them and this prose are written with AI coding agents under human direction, and reviewed before publication. How these reports are produced.