beaver-finder-vhr-imagery Dataset
Versions
2024-09-27 6:49pm
v14
· 2 days ago
2023-04-24 3:30pm
v13
· a year ago
2023-03-15 11:23am
v12
· 2 years ago
2023-03-07 4:31pm
v11
· 2 years ago
2023-01-22 7:56pm
v10
· 2 years ago
2023-01-22 1:19pm
v9
· 2 years ago
2023-01-21 10:25pm
v8
· 2 years ago
2023-01-21 5:10pm
v7
· 2 years ago
2023-01-20 9:43pm
v6
· 2 years ago
2023-01-20 1:27pm
v5
· 2 years ago
2023-01-20 10:59am
v4
· 2 years ago
2023-01-20 10:00am
v3
· 2 years ago
2023-01-19 7:42pm
v2
· 2 years ago
2023-01-19 7:23pm
v1
· 2 years ago
v12
2023-03-15 11:23am
Generated on Mar 15, 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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416 Total Images
View All Images
Dataset Split
Train Set 92%
382Images
Valid Set 7%
30Images
Test Set 1%
4Images
Preprocessing
Resize: Stretch to 2048x2048
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%