Dataset Versions
Versions
2022-12-12 1:25am
v18
· 2 years ago
2022-10-15 4:39pm
v17
· 2 years ago
2022-10-14 1:24pm
v16
· 2 years ago
2022-10-13 10:03am
v15
· 2 years ago
2022-10-13 10:01am
v14
· 2 years ago
2022-09-30 8:40am
v13
· 2 years ago
2022-09-28 2:38pm
v12
· 2 years ago
2022-09-14 8:36am
v11
· 2 years ago
2022-09-14 8:35am
v10
· 2 years ago
2022-09-13 11:40am
v8
· 2 years ago
2022-09-09 10:01pm
v5
· 2 years ago
2022-09-09 10:01pm
v4
· 2 years ago
2022-09-09 9:23pm
v3
· 2 years ago
v16
2022-10-14 1:24pm
Generated on Oct 14, 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.
4378 Total Images
View All Images
Dataset Split
Train Set 87%
3819Images
Valid Set 10%
459Images
Test Set 2%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Noise: Up to 1% of pixels
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 1% of pixels