BugBusters Image Dataset
Versions
2023-05-28 3:33pm
v19
May 28, 2023
2023-05-28 3:28pm
v18
May 28, 2023
2023-05-28 1:55pm
v17
May 28, 2023
2023-05-28 1:24pm
v16
May 28, 2023
2023-05-28 1:15pm
v15
May 28, 2023
2023-05-28 1:08pm
v14
May 28, 2023
2023-05-28 12:13pm
v13
May 28, 2023
2023-05-28 12:11pm
v12
May 28, 2023
2023-05-28 10:32am
v11
May 28, 2023
2023-05-18 3:54pm
v10
May 18, 2023
2023-05-14 1:42pm
v8
May 14, 2023
2023-05-14 1:10pm
v7
May 14, 2023
2023-05-14 10:30am
v6
May 14, 2023
2023-05-10 1:25pm
v5
May 10, 2023
2023-04-23 12:04am
v3
Apr 22, 2023
2023-04-23 12:00am
v2
Apr 22, 2023
2023-04-22 11:25pm
v1
Apr 22, 2023
v19
2023-05-28 3:33pm
Generated on May 28, 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.
3925 Total Images
View All Images
Dataset Split
Train Set 90%
3543Images
Valid Set 5%
190Images
Test Set 5%
192Images
Preprocessing
Grayscale: Applied
Augmentations
Outputs per training example: 3
Blur: Up to 2.5px
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
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