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DrAbbas
/
SONAR-AI-Models
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Image Classification
Arabic
English
x-ray
customs
smuggling-detection
sonar
License:
apache-2.0
Model card
Files
Files and versions
xet
Community
1fa2458
SONAR-AI-Models
2.1 GB
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1 contributor
History:
44 commits
DrAbbas
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1fa2458
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3 months ago
classification
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3 months ago
concealment
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3 months ago
risk
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3 months ago
.gitattributes
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3 months ago
all_models_meta.json
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all_models_summary.png
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anomaly_models.pkl
pickle
Detected Pickle imports (9)
"sklearn.neighbors._lof.LocalOutlierFactor"
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"numpy._core.multiarray.scalar"
,
"sklearn.covariance._elliptic_envelope.EllipticEnvelope"
,
"numpy.dtype"
,
"sklearn.ensemble._iforest.IsolationForest"
,
"sklearn.tree._classes.ExtraTreeRegressor"
,
"numpy.ndarray"
,
"numpy._core.multiarray._reconstruct"
,
"sklearn.tree._tree.Tree"
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27.2 MB
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3 months ago
class_fingerprints.pkl
pickle
Detected Pickle imports (2)
"numpy.dtype"
,
"numpy._core.multiarray.scalar"
How to fix it?
8.19 kB
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3 months ago
color_profiles.pkl
pickle
Detected Pickle imports (2)
"numpy.dtype"
,
"numpy._core.multiarray.scalar"
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9.05 kB
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convnext_best.pt
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pickle
Detected Pickle imports (3)
"collections.OrderedDict"
,
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
What is a pickle import?
351 MB
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3 months ago
detection_config.yaml
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993 Bytes
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3 months ago
dsos_classifier.pkl
pickle
Detected Pickle imports (7)
"numpy._core.multiarray.scalar"
,
"numpy.dtype"
,
"sklearn.ensemble._forest.RandomForestClassifier"
,
"sklearn.tree._classes.DecisionTreeClassifier"
,
"numpy.ndarray"
,
"numpy._core.multiarray._reconstruct"
,
"sklearn.tree._tree.Tree"
How to fix it?
106 MB
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3 months ago
efficientnet_best.pt
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pickle
Detected Pickle imports (4)
"collections.OrderedDict"
,
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
,
"torch.LongStorage"
What is a pickle import?
213 MB
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ensemble_config.json
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label_encoder.pkl
pickle
Detected Pickle imports (4)
"numpy.dtype"
,
"sklearn.preprocessing._label.LabelEncoder"
,
"numpy.ndarray"
,
"numpy._core.multiarray._reconstruct"
How to fix it?
2.13 kB
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3 months ago
prmi_model.pkl
pickle
Detected Pickle imports (10)
"numpy.dtype"
,
"sklearn.neighbors._kd_tree.newObj"
,
"numpy.ndarray"
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"sklearn.preprocessing._data.StandardScaler"
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"sklearn.metrics._dist_metrics.newObj"
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"sklearn.metrics._dist_metrics.EuclideanDistance64"
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"sklearn.neighbors._kd_tree.KDTree"
,
"numpy._core.multiarray.scalar"
,
"numpy._core.multiarray._reconstruct"
,
"sklearn.neighbors._classification.KNeighborsClassifier"
How to fix it?
3.21 MB
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resnet152_best.pt
Safe
pickle
Detected Pickle imports (4)
"collections.OrderedDict"
,
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
,
"torch.LongStorage"
What is a pickle import?
234 MB
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3 months ago
risk_calibration_model.pkl
pickle
Detected Pickle imports (14)
"numpy.dtype"
,
"numpy.random._pickle.__bit_generator_ctor"
,
"numpy.ndarray"
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"sklearn.tree._classes.DecisionTreeRegressor"
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"sklearn.dummy.DummyRegressor"
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"sklearn.tree._tree.Tree"
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"sklearn._loss.link.IdentityLink"
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"sklearn.ensemble._gb.GradientBoostingRegressor"
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"_loss.CyHalfSquaredError"
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"numpy.random._mt19937.MT19937"
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"numpy.random._pickle.__randomstate_ctor"
,
"sklearn._loss.link.Interval"
,
"sklearn._loss.loss.HalfSquaredError"
,
"numpy._core.multiarray._reconstruct"
How to fix it?
404 kB
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3 months ago
selected_features.npy
5.22 kB
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3 months ago
sonar_yolov8x_detection_best.pt
pickle
Detected Pickle imports (24)
"torch.nn.modules.container.Sequential"
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"torch.nn.modules.pooling.MaxPool2d"
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"ultralytics.nn.modules.block.SPPF"
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"ultralytics.nn.tasks.DetectionModel"
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"torch.nn.modules.conv.Conv2d"
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"torch.nn.modules.activation.SiLU"
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"torch._utils._rebuild_tensor_v2"
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"__builtin__.set"
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"torch.nn.modules.upsampling.Upsample"
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"torch.nn.modules.batchnorm.BatchNorm2d"
,
"torch.nn.modules.linear.Identity"
,
"ultralytics.nn.modules.block.DFL"
How to fix it?
137 MB
xet
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sonar_yolov8x_detection_last.pt
pickle
Detected Pickle imports (24)
"torch.nn.modules.container.Sequential"
,
"torch.nn.modules.pooling.MaxPool2d"
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"ultralytics.nn.modules.block.SPPF"
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"ultralytics.nn.tasks.DetectionModel"
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"torch.nn.modules.conv.Conv2d"
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"torch.HalfStorage"
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"ultralytics.nn.modules.conv.Concat"
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"torch.Size"
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"torch._utils._rebuild_parameter"
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"torch.FloatStorage"
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"torch.nn.modules.activation.SiLU"
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"torch._utils._rebuild_tensor_v2"
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"torch.LongStorage"
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"ultralytics.nn.modules.block.Bottleneck"
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"torch.nn.modules.container.ModuleList"
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"ultralytics.nn.modules.block.C2f"
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"ultralytics.nn.modules.conv.Conv"
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"ultralytics.nn.modules.head.Detect"
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"__builtin__.set"
,
"collections.OrderedDict"
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"torch.nn.modules.upsampling.Upsample"
,
"torch.nn.modules.batchnorm.BatchNorm2d"
,
"torch.nn.modules.linear.Identity"
,
"ultralytics.nn.modules.block.DFL"
How to fix it?
137 MB
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sosufs_best.pt
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pickle
Detected Pickle imports (4)
"collections.OrderedDict"
,
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
,
"torch.LongStorage"
What is a pickle import?
52 MB
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tri_objective_results.png
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53.2 kB
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vta_threat_model.pkl
pickle
Detected Pickle imports (16)
"sklearn._loss.link.Interval"
,
"sklearn._loss.link.MultinomialLogit"
,
"sklearn.dummy.DummyClassifier"
,
"sklearn._loss.loss.HalfMultinomialLoss"
,
"numpy._core.multiarray.scalar"
,
"numpy.random._mt19937.MT19937"
,
"numpy.ndarray"
,
"_loss.__pyx_unpickle_CyHalfMultinomialLoss"
,
"sklearn.tree._classes.DecisionTreeRegressor"
,
"_loss.CyHalfMultinomialLoss"
,
"numpy.dtype"
,
"numpy._core.multiarray._reconstruct"
,
"numpy.random._pickle.__randomstate_ctor"
,
"sklearn.tree._tree.Tree"
,
"sklearn.ensemble._gb.GradientBoostingClassifier"
,
"numpy.random._pickle.__bit_generator_ctor"
How to fix it?
1.53 MB
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3 months ago
vta_thresholds.pkl
pickle
Detected Pickle imports (2)
"numpy.dtype"
,
"numpy._core.multiarray.scalar"
How to fix it?
8.32 kB
xet
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3 months ago
yolo11x_cls_best.pt
pickle
Detected Pickle imports (31)
"torchvision.transforms.transforms.Resize"
,
"torch.nn.modules.container.Sequential"
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"torchvision.transforms.transforms.Compose"
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"ultralytics.nn.tasks.ClassificationModel"
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"torch.nn.modules.linear.Linear"
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"torch.nn.modules.conv.Conv2d"
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"torch.HalfStorage"
,
"ultralytics.nn.modules.block.C3k"
,
"torch._utils._rebuild_parameter"
,
"torchvision.transforms.transforms.ToTensor"
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"torch.FloatStorage"
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"torch.nn.modules.activation.SiLU"
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"ultralytics.nn.modules.block.PSABlock"
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"torch._utils._rebuild_tensor_v2"
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"torchvision.transforms.functional.InterpolationMode"
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"ultralytics.nn.modules.block.C3k2"
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"torch.LongStorage"
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"ultralytics.nn.modules.block.Bottleneck"
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"torch.nn.modules.container.ModuleList"
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"ultralytics.nn.modules.conv.Conv"
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"torchvision.transforms.transforms.Normalize"
,
"torch.nn.modules.dropout.Dropout"
,
"__builtin__.set"
,
"collections.OrderedDict"
,
"torch.nn.modules.batchnorm.BatchNorm2d"
,
"torchvision.transforms.transforms.CenterCrop"
,
"ultralytics.nn.modules.block.C2PSA"
,
"ultralytics.nn.modules.block.Attention"
,
"torch.nn.modules.linear.Identity"
,
"torch.nn.modules.pooling.AdaptiveAvgPool2d"
How to fix it?
57.1 MB
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yolov10x_cls_best.pt
pickle
Detected Pickle imports (26)
"torchvision.transforms.transforms.Resize"
,
"torch.nn.modules.container.Sequential"
,
"torchvision.transforms.transforms.Compose"
,
"ultralytics.nn.tasks.ClassificationModel"
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"torch.nn.modules.linear.Linear"
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"torch.nn.modules.conv.Conv2d"
,
"torch.HalfStorage"
,
"torch._utils._rebuild_parameter"
,
"torchvision.transforms.transforms.ToTensor"
,
"torch.FloatStorage"
,
"torch.nn.modules.activation.SiLU"
,
"torchvision.transforms.functional.InterpolationMode"
,
"torch._utils._rebuild_tensor_v2"
,
"torch.LongStorage"
,
"ultralytics.nn.modules.block.Bottleneck"
,
"ultralytics.nn.modules.head.Classify"
,
"torch.nn.modules.container.ModuleList"
,
"ultralytics.nn.modules.block.C2f"
,
"ultralytics.nn.modules.conv.Conv"
,
"torchvision.transforms.transforms.Normalize"
,
"torch.nn.modules.dropout.Dropout"
,
"__builtin__.set"
,
"collections.OrderedDict"
,
"torch.nn.modules.batchnorm.BatchNorm2d"
,
"torchvision.transforms.transforms.CenterCrop"
,
"torch.nn.modules.pooling.AdaptiveAvgPool2d"
How to fix it?
113 MB
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3 months ago
