CBLV2 Image Dataset
Versions
019
v21
· a year ago
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v20
· a year ago
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v19
· a year ago
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v18
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v17
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v14
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v13
· a year ago
2022-11-20 12:34pm
v12
· 2 years ago
2022-11-20 12:30pm
v11
· 2 years ago
2022-11-20 12:11pm
v10
· 2 years ago
2022-11-20 11:41am
v9
· 2 years ago
2022-11-19 6:24pm
v8
· 2 years ago
2022-11-15 5:15pm
v7
· 2 years ago
2022-11-15 3:59pm
v6
· 2 years ago
2022-11-11 12:26pm
v5
· 2 years ago
2022-11-11 12:13pm
v4
· 2 years ago
2022-11-11 11:38am
v3
· 2 years ago
2022-11-11 10:30am
v2
· 2 years ago
2022-11-10 5:27pm
v1
· 2 years ago
v11
2022-11-20 12:30pm
Generated on Nov 20, 2022
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.
113 Total Images
View All Images
Dataset Split
Train Set 93%
105Images
Valid Set 7%
8Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Filter Null: Require at least 90% of images to contain annotations.
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -38% and +38%
Noise: Up to 4% of pixels
Cutout: 25 boxes with 3% size each
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
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