Dataset Versions
Versions
2024-04-23 6:11am
v14
· 7 months ago
2024-02-19 9:45am
v13
· 9 months ago
2024-02-19 9:18am
v12
· 9 months ago
2023-12-19 7:18am
v11
· a year ago
2023-12-15 10:32am
v10
· a year ago
2023-12-15 8:05am
v9
· a year ago
2023-12-15 8:00am
v8
· a year ago
2023-12-15 7:58am
v7
· a year ago
2023-12-15 7:54am
v6
· a year ago
2023-12-15 7:51am
v5
· a year ago
2023-12-15 7:32am
v4
· a year ago
2023-12-14 9:44pm
v3
· a year ago
2023-12-14 9:43pm
v2
· a year ago
2023-12-14 12:28pm
v1
· a year ago
v6
2023-12-15 7:54am
Generated on Dec 15, 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
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13076 Total Images
View All Images
Dataset Split
Train Set 87%
11364Images
Valid Set 9%
1164Images
Test Set 4%
548Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Blur: Up to 2.5px
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom