beaver-finder-vhr-imagery Image Dataset
Versions
2023-04-24 3:30pm
v13
· a year ago
2023-03-15 11:23am
v12
· a year ago
2023-03-07 4:31pm
v11
· a year ago
2023-01-22 7:56pm
v10
· a year ago
2023-01-22 1:19pm
v9
· a year ago
2023-01-21 10:25pm
v8
· a year ago
2023-01-21 5:10pm
v7
· a year ago
2023-01-20 9:43pm
v6
· a year ago
2023-01-20 1:27pm
v5
· a year ago
2023-01-20 10:59am
v4
· a year ago
2023-01-20 10:00am
v3
· a year ago
2023-01-19 7:42pm
v2
· a year ago
2023-01-19 7:23pm
v1
· a year ago
v13
2023-04-24 3:30pm
Generated on Apr 24, 2023
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.
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6252 Total Images
View All ImagesDataset Split
Train Set 91%
5688Images
Valid Set 7%
456Images
Test Set 2%
108Images
Preprocessing
Tile: 3 rows x 4 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Blur: Up to 5px
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