Dataset Versions
Versions
2022-11-18 2:00am
v12
· 2 years ago
2022-11-17 1:26pm
v11
· 2 years ago
2022-11-16 3:06pm
v10
· 2 years ago
2022-11-15 1:04am
v9
· 2 years ago
2022-11-14 8:58pm
v5
· 2 years ago
2022-09-03 1:44pm
v4
· 2 years ago
2022-09-03 1:29pm
v3
· 2 years ago
2022-09-01 2:27pm
v2
· 2 years ago
2022-09-01 10:59am
v1
· 2 years ago
v2
2022-09-01 2:27pm
Generated on Sep 1, 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.
5728 Total Images
View All Images
Dataset Split
Train Set 82%
4704Images
Valid Set 9%
512Images
Test Set 9%
512Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Blur: Up to 10px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°