bref Image Dataset
Versions
2024-04-21 9:08pm
v9
Apr 21, 2024
2024-04-20 10:29pm
v8
Apr 20, 2024
2024-04-19 9:45pm
v7
Apr 19, 2024
2024-04-19 9:44pm
v6
Apr 19, 2024
2024-04-17 9:29pm
v5
Apr 17, 2024
2024-04-17 9:20pm
v4
Apr 17, 2024
2024-04-15 11:41pm
v3
Apr 15, 2024
2024-04-12 11:33pm
v2
Apr 12, 2024
2024-04-11 10:54pm
v1
Apr 11, 2024
v5
2024-04-17 9:29pm
Generated on Apr 17, 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.
7134 Total Images
View All Images
Dataset Split
Train Set 88%
6283Images
Valid Set 8%
569Images
Test Set 4%
282Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
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