Dataset Versions
Versions
2023-04-18 8:52am
v13
· 2 years ago
2023-04-12 9:55am
v12
· 2 years ago
Hyams retrained - augmentations - Preprocessing - Scratch
v11
· 2 years ago
Hyams Augmentation - Preprocessing - Scratch
v10
· 2 years ago
Extreme aug
v9
· 2 years ago
No Augmentations
v8
· 2 years ago
Hyams Aug more data
v7
· 2 years ago
Hyams Aug better annotations
v6
· 2 years ago
better annotations 1
v5
· 2 years ago
2023-04-10 3:33pm
v4
· 2 years ago
Hyams-test
v3
· 2 years ago
2023-04-10 1:09pm
v2
· 2 years ago
2023-04-10 1:07pm
v1
· 2 years ago
v13
2023-04-18 8:52am
Generated on Apr 18, 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.
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428 Total Images
View All Images
Dataset Split
Train Set 89%
380Images
Valid Set 6%
24Images
Test Set 6%
24Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 5
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -12% and +12%
Blur: Up to 1px