Dataset Versions
Versions
2024-08-15 1:47pm
v12
· 3 months ago
2024-08-15 1:34pm
v11
· 3 months ago
2024-08-15 12:26am
v8
· 3 months ago
BALANCE DATA - NO PRE - NO AUGMENTATION
v7
· 3 months ago
NO AUTO CROP - WITH AUGMENTATION
v6
· 4 months ago
auto crop and rotate with augmentation
v5
· 4 months ago
auto crop and rotated no augmentation
v4
· 4 months ago
original - corrected data
v3
· 4 months ago
AUGMENTATION APPLIED
v2
· 4 months ago
NO PRE PROCESS NO AUG
v1
· 4 months ago
v12
2024-08-15 1:47pm
Generated on Aug 15, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1181 Total Images
View All Images
Dataset Split
Train Set 92%
1086Images
Valid Set 4%
47Images
Test Set 4%
48Images
Preprocessing
Static Crop: 24-82% Horizontal Region, 0-76% Vertical Region
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 24% of images
Brightness: Between -20% and +20%