Dataset Versions
Versions
2024-04-23 11:40pm
v16
· 8 months ago
2023-10-06 9:59pm
v15
· a year ago
2023-10-06 9:57pm
v14
· a year ago
2023-10-06 5:44pm
v13
· a year ago
2023-10-06 5:20pm
v12
· a year ago
2023-10-06 5:17pm
v11
· a year ago
2023-10-06 4:32pm
v10
· a year ago
2023-10-05 8:36pm
v9
· a year ago
2023-10-05 4:12pm
v8
· a year ago
2023-10-05 3:57pm
v7
· a year ago
2023-10-05 12:44pm
v6
· a year ago
2023-10-04 4:10pm
v5
· a year ago
2023-10-04 2:51pm
v4
· a year ago
v6
2023-10-05 12:44pm
Generated on Oct 5, 2023
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.
2014 Total Images
View All Images
Dataset Split
Train Set 88%
1764Images
Valid Set 8%
168Images
Test Set 4%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 55% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -134° and +134°
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 5% of pixels