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Nihil-Drf

Update to 4th place (private LB 0.2808 mAP) with shake-up analysis

d64f9ed verified 9 days ago

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initial commit 9 days ago
README.md

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Update to 4th place (private LB 0.2808 mAP) with shake-up analysis 9 days ago
dinov3_decoder_best.pt
Detected Pickle imports (3)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage"
What is a pickle import?
32.5 MB
xet

Add model weights and model card for FathomNet-CLEF 2026 7th place solution 9 days ago
mbari_315k_yolov8_pretrained.pt
Detected Pickle imports (29)
- "ultralytics.utils.IterableSimpleNamespace",
- "ultralytics.nn.modules.block.SPPF",
- "torch.nn.modules.upsampling.Upsample",
- "torch.FloatStorage",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.pooling.MaxPool2d",
- "ultralytics.utils.loss.BboxLoss",
- "torch._utils._rebuild_tensor_v2",
- "ultralytics.nn.modules.block.DFL",
- "collections.OrderedDict",
- "ultralytics.utils.tal.TaskAlignedAssigner",
- "torch.LongStorage",
- "ultralytics.nn.modules.head.Detect",
- "__builtin__.set",
- "ultralytics.utils.loss.v8DetectionLoss",
- "ultralytics.nn.tasks.DetectionModel",
- "ultralytics.nn.modules.conv.Concat",
- "ultralytics.nn.modules.block.C2f",
- "torch.nn.modules.loss.BCEWithLogitsLoss",
- "ultralytics.nn.modules.conv.Conv",
- "torch.nn.modules.conv.Conv2d",
- "torch.nn.modules.activation.SiLU",
- "torch.nn.modules.container.ModuleList",
- "torch.Size",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "ultralytics.nn.modules.block.Bottleneck",
- "torch.device",
- "torch.nn.modules.container.Sequential",
- "torch.HalfStorage"
How to fix it?
138 MB
xet

Add model weights and model card for FathomNet-CLEF 2026 7th place solution 9 days ago
yolo_r0_best.pt
Detected Pickle imports (24)
- "ultralytics.nn.modules.conv.Concat",
- "ultralytics.nn.modules.head.Detect",
- "torch.nn.modules.container.Sequential",
- "ultralytics.nn.modules.block.Bottleneck",
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict",
- "ultralytics.nn.modules.conv.Conv",
- "__builtin__.set",
- "torch.nn.modules.linear.Identity",
- "torch.nn.modules.container.ModuleList",
- "torch.LongStorage",
- "torch.nn.modules.conv.Conv2d",
- "torch.nn.modules.activation.SiLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.FloatStorage",
- "ultralytics.nn.modules.block.DFL",
- "ultralytics.nn.tasks.DetectionModel",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "ultralytics.nn.modules.block.SPPF",
- "torch.Size",
- "ultralytics.nn.modules.block.C2f",
- "torch.HalfStorage",
- "torch.nn.modules.upsampling.Upsample",
- "torch._utils._rebuild_parameter"
How to fix it?
137 MB
xet

Add model weights and model card for FathomNet-CLEF 2026 7th place solution 9 days ago
yolo_r1_best.pt
Detected Pickle imports (24)
- "torch.nn.modules.upsampling.Upsample",
- "ultralytics.nn.tasks.DetectionModel",
- "torch.nn.modules.activation.SiLU",
- "ultralytics.nn.modules.block.Bottleneck",
- "__builtin__.set",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch._utils._rebuild_tensor_v2",
- "torch.Size",
- "ultralytics.nn.modules.block.SPPF",
- "torch.nn.modules.container.Sequential",
- "collections.OrderedDict",
- "ultralytics.nn.modules.head.Detect",
- "torch._utils._rebuild_parameter",
- "ultralytics.nn.modules.block.DFL",
- "ultralytics.nn.modules.conv.Concat",
- "torch.nn.modules.container.ModuleList",
- "ultralytics.nn.modules.conv.Conv",
- "torch.nn.modules.linear.Identity",
- "ultralytics.nn.modules.block.C2f",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.LongStorage",
- "torch.HalfStorage",
- "torch.FloatStorage",
- "torch.nn.modules.conv.Conv2d"
How to fix it?
137 MB
xet

Add model weights and model card for FathomNet-CLEF 2026 7th place solution 9 days ago
yolo_r2_best.pt
Detected Pickle imports (24)
- "torch.nn.modules.activation.SiLU",
- "torch.nn.modules.conv.Conv2d",
- "torch._utils._rebuild_tensor_v2",
- "ultralytics.nn.modules.block.DFL",
- "torch.FloatStorage",
- "__builtin__.set",
- "torch._utils._rebuild_parameter",
- "ultralytics.nn.modules.block.Bottleneck",
- "ultralytics.nn.modules.head.Detect",
- "torch.nn.modules.linear.Identity",
- "ultralytics.nn.modules.conv.Conv",
- "torch.Size",
- "ultralytics.nn.modules.block.SPPF",
- "collections.OrderedDict",
- "ultralytics.nn.modules.block.C2f",
- "ultralytics.nn.modules.conv.Concat",
- "torch.HalfStorage",
- "torch.nn.modules.upsampling.Upsample",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.nn.modules.container.Sequential",
- "torch.nn.modules.pooling.MaxPool2d",
- "ultralytics.nn.tasks.DetectionModel",
- "torch.LongStorage",
- "torch.nn.modules.container.ModuleList"
How to fix it?
137 MB
xet

Add model weights and model card for FathomNet-CLEF 2026 7th place solution 9 days ago
yolo_r3_best.pt
Detected Pickle imports (24)
- "ultralytics.nn.modules.conv.Concat",
- "ultralytics.nn.modules.block.DFL",
- "torch.nn.modules.conv.Conv2d",
- "ultralytics.nn.tasks.DetectionModel",
- "ultralytics.nn.modules.block.Bottleneck",
- "torch.Size",
- "torch.nn.modules.container.Sequential",
- "ultralytics.nn.modules.conv.Conv",
- "__builtin__.set",
- "ultralytics.nn.modules.head.Detect",
- "torch.FloatStorage",
- "torch.nn.modules.upsampling.Upsample",
- "collections.OrderedDict",
- "ultralytics.nn.modules.block.SPPF",
- "torch.nn.modules.activation.SiLU",
- "torch.nn.modules.pooling.MaxPool2d",
- "torch.LongStorage",
- "torch.nn.modules.linear.Identity",
- "torch.nn.modules.container.ModuleList",
- "ultralytics.nn.modules.block.C2f",
- "torch._utils._rebuild_tensor_v2",
- "torch.HalfStorage",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.batchnorm.BatchNorm2d"
How to fix it?
137 MB
xet

Add model weights and model card for FathomNet-CLEF 2026 7th place solution 9 days ago

Detected Pickle imports (3)

Detected Pickle imports (29)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (24)

Detected Pickle imports (24)