Dataset Versions
Versions
2023-01-30 11:34pm
v27
· 2 years ago
2022-12-23 12:03am
v26
· 2 years ago
2022-12-23 12:02am
v25
· 2 years ago
2022-12-23 12:00am
v24
· 2 years ago
2022-12-09 10:26pm
v23
· 2 years ago
2022-12-05 2:28am
v22
· 2 years ago
2022-12-05 2:20am
v21
· 2 years ago
2022-12-05 2:16am
v20
· 2 years ago
2022-12-04 10:32pm
v19
· 2 years ago
2022-12-04 10:31pm
v18
· 2 years ago
2022-12-04 10:29pm
v17
· 2 years ago
2022-12-04 10:23pm
v15
· 2 years ago
2022-12-04 9-34pm
v10
· 2 years ago
2022-12-04 9:27pm
v9
· 2 years ago
2022-12-04 8:10pm
v8
· 2 years ago
2022-12-04 8:08pm
v7
· 2 years ago
2022-11-08 11-17pm
v2
· 2 years ago
2022-11-08 11:15pm
v1
· 2 years ago
v19
2022-12-04 10:32pm
Generated on Dec 4, 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.
2952 Total Images
View All Images
Dataset Split
Train Set 87%
2580Images
Valid Set 9%
260Images
Test Set 4%
112Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%