Dataset Versions
Versions
2022-02-17 11:05pm
v13
· 3 years ago
2022-02-17 12:14am
v12
· 3 years ago
2022-02-16 5:15pm
v11
· 3 years ago
2022-02-16 4:55pm
v10
· 3 years ago
2022-02-16 11:40am
v8
· 3 years ago
2022-02-16 7:08am - 640x640
v7
· 3 years ago
2022-02-16 1:41am
v6
· 3 years ago
2022-02-15 10:11pm
v5
· 3 years ago
2022-02-15 5:44pm
v4
· 3 years ago
2022-02-15 5:32pm
v3
· 3 years ago
2022-02-15 3:18pm
v2
· 3 years ago
2022-02-15 12:21pm
v1
· 3 years ago
v13
2022-02-17 11:05pm
Generated on Feb 17, 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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9897 Total Images
View All Images
Dataset Split
Train Set 90%
8907Images
Valid Set 6%
595Images
Test Set 4%
395Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Blur: Up to 0.75px
Bounding Box: Brightness: Between 0% and +20%
Bounding Box: Exposure: Between -5% and +5%