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leonelgv
/
pollinator-classifier
like
0
Image Classification
ultralytics
PyTorch
custom
English
yolo
vision
insects
pollinators
biodiversity
ecology
conservation
Eval Results
License:
mit
Model card
Files
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pollinator-classifier
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1 contributor
History:
8 commits
leonelgv
Add Configuration file: fix_yaml.py
39106cc
verified
2 months ago
utils
Add Dataset preparation utilities
2 months ago
.gitattributes
Safe
1.52 kB
initial commit
2 months ago
Pollinator_Classifier.ipynb
1.82 MB
Add Complete training and analysis notebook
2 months ago
README.md
1.14 kB
Add model card with 92.07% accuracy metrics
2 months ago
fix_yaml.py
3.02 kB
Add Configuration file: fix_yaml.py
2 months ago
pollinator_classifier.py
4.17 kB
Add Main inference script for pollinator classification
2 months ago
test_classifier.py
1.33 kB
Add Testing and validation script
2 months ago
yolo8n.pt
pickle
Detected Pickle imports (26)
"torch.nn.modules.container.Sequential"
,
"ultralytics.nn.modules.block.C2f"
,
"torch._utils._rebuild_parameter"
,
"torchvision.transforms.transforms.Resize"
,
"ultralytics.nn.modules.conv.Conv"
,
"torch.nn.modules.container.ModuleList"
,
"torchvision.transforms.transforms.Normalize"
,
"torch.HalfStorage"
,
"collections.OrderedDict"
,
"torch.nn.modules.batchnorm.BatchNorm2d"
,
"torch.nn.modules.pooling.AdaptiveAvgPool2d"
,
"ultralytics.nn.modules.head.Classify"
,
"torchvision.transforms.transforms.CenterCrop"
,
"torchvision.transforms.functional.InterpolationMode"
,
"torch.nn.modules.dropout.Dropout"
,
"ultralytics.nn.tasks.ClassificationModel"
,
"ultralytics.nn.modules.block.Bottleneck"
,
"torch.FloatStorage"
,
"__builtin__.set"
,
"torch.LongStorage"
,
"torch.nn.modules.linear.Linear"
,
"torchvision.transforms.transforms.ToTensor"
,
"torch._utils._rebuild_tensor_v2"
,
"torch.nn.modules.conv.Conv2d"
,
"torchvision.transforms.transforms.Compose"
,
"torch.nn.modules.activation.SiLU"
How to fix it?
2.99 MB
LFS
Add YOLOv8 Nano model weights for pollinator classification
2 months ago