Dataset Versions
Versions
2023-02-03 12:16pm
v22
· 2 years ago
2023-02-03 12:15pm
v21
· 2 years ago
2023-02-03 12:15pm
v20
· 2 years ago
2023-02-03 12:15pm
v19
· 2 years ago
2023-02-03 11:34am
v18
· 2 years ago
2023-01-06 9:57am
v17
· 2 years ago
2022-12-29 1:52pm
v16
· 2 years ago
2022-12-29 9:32am
v15
· 2 years ago
224Resize
v14
· 2 years ago
320Resize
v13
· 2 years ago
2022-12-28 11:30am
v12
· 2 years ago
2022-12-28 9:21am
v10
· 2 years ago
2022-12-27 8:28pm
v9
· 2 years ago
2022-12-27 8:27pm
v8
· 2 years ago
2022-12-27 8:27pm
v7
· 2 years ago
2022-12-27 8:27pm
v6
· 2 years ago
2022-12-27 8:27pm
v5
· 2 years ago
2022-12-27 8:26pm
v4
· 2 years ago
2022-12-27 5:51pm
v3
· 2 years ago
2022-12-27 10:31am
v1
· 2 years ago
v15
2022-12-29 9:32am
Generated on Dec 29, 2022
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
3050 Total Images
View All Images
Dataset Split
Train Set 87%
2658Images
Valid Set 9%
263Images
Test Set 4%
129Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 1280x1280
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -18° and +18°
Grayscale: Apply to 14% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels