Dataset Versions
Versions
2022-07-28 1:13pm
v15
· 2 years ago
2022-07-28 12:52pm
v14
· 2 years ago
2022-07-25 11:46pm
v13
· 2 years ago
2022-07-25 11:44pm
v12
· 2 years ago
2022-07-25 11:42pm
v11
· 2 years ago
2022-07-25 11:40pm
v10
· 2 years ago
2022-07-24 11:19pm
v9
· 2 years ago
2022-07-13 10:58am
v8
· 2 years ago
2022-07-13 10:46am
v7
· 2 years ago
2022-07-11 5:11pm
v6
· 2 years ago
2022-07-11 3:26pm
v5
· 2 years ago
2022-07-11 3:17pm
v4
· 2 years ago
2022-07-02 6:05pm
v3
· 2 years ago
2022-07-02 5:42pm
v2
· 2 years ago
2022-05-24 5:56pm
v1
· 2 years ago
v12
2022-07-25 11:44pm
Generated on Jul 25, 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
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4008 Total Images
View All Images
Dataset Split
Train Set 84%
3372Images
Valid Set 9%
356Images
Test Set 7%
280Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
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
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: Flip: Horizontal