Dataset Versions
Versions
2022-10-10 2:50pm
v12
· 2 years ago
Augment cuc manh
v11
· 2 years ago
2022-08-10 5:00pm
v10
· 2 years ago
2022-08-10 2:55pm
v8
· 2 years ago
2022-08-10 10:19am
v7
· 2 years ago
2022-08-10 9:32am
v6
· 2 years ago
2022-08-09 7:39pm
v5
· 2 years ago
2022-08-09 5:16pm
v4
· 2 years ago
2022-08-09 4:16pm
v3
· 2 years ago
2022-08-09 3:22pm
v2
· 2 years ago
2022-08-09 2:12pm
v1
· 2 years ago
v12
2022-10-10 2:50pm
Generated on Oct 10, 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.
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514 Total Images
View All Images
Dataset Split
Train Set 75%
384Images
Valid Set 18%
90Images
Test Set 8%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Saturation: Between -10% and +10%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Cutout: 3 boxes with 10% size each
Mosaic: Applied