Roosting Dataset
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2024-06-14 2:04pm
v17
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2024-06-13 8:33pm
v16
· 3 months ago
2024-03-13 12:02pm
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2024-03-12 3:50pm
v14
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2023-12-12 10:10am
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2023-12-07 3:25pm
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2023-12-06 1:50pm
v11
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2023-12-06 10:16am
v10
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2023-12-01 3:58pm
v9
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2023-11-30 10:56am
v8
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2023-11-27 2:58pm
v7
· 9 months ago
2023-11-24 8:34am
v6
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2023-11-17 12:59pm
v5
· 10 months ago
2023-11-17 10:26am
v4
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2023-11-17 9:23am
v3
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2023-11-16 10:03pm
v2
· 10 months ago
2023-11-16 10:56am
v1
· 10 months ago
v17
2024-06-14 2:04pm
Generated on Jun 14, 2024
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
3460 Total Images
View All ImagesDataset Split
Train Set 88%
3039Images
Valid Set 8%
285Images
Test Set 4%
136Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1152x672
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 0 remapped, 6 dropped
Augmentations
Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -9% and +9%
Blur: Up to 4.4px
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