b3 Image Dataset
Versions
2023-01-10 12:23pm
v9
· a year ago
2022-12-30 12:16pm
v8
· a year ago
2022-12-16 8:09am
v7
· 2 years ago
2022-12-12 7:17am
v6
· 2 years ago
2022-12-11 1:54pm
v5
· 2 years ago
2022-12-11 1:53pm
v4
· 2 years ago
2022-12-11 1:49pm
v3
· 2 years ago
2022-12-11 1:48pm
v2
· 2 years ago
2022-12-11 1:47pm
v1
· 2 years ago
v9
2023-01-10 12:23pm
Generated on Jan 10, 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.
Other Formats
Choose another format.
567 Total Images
View All Images
Dataset Split
Train Set 78%
441Images
Valid Set 15%
83Images
Test Set 8%
43Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x360
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -25% and +25%
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