Dataset Versions
Versions
AllData_Raw
v12
· 18 days ago
2024-11-05 5:05am
v11
· 18 days ago
2024-11-05 4:59am
v10
· 18 days ago
expanded_V9raw
v9
· 19 days ago
expanded_V8aug
v8
· 19 days ago
expanded_V7aug
v7
· 19 days ago
2024-09-27 7:14am
v6
· 2 months ago
2024-09-21 4:49am
v5
· 2 months ago
dataset_aug_yolov9-gelan-e
v4
· 3 months ago
dataset_raw_yolov9-gelan-e
v3
· 3 months ago
dataset_raw
v2
· 3 months ago
dataset_aug
v1
· 3 months ago
v6
2024-09-27 7:14am
Generated on Sep 27, 2024
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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331 Total Images
View All Images
Dataset Split
Train Set 92%
305Images
Valid Set 5%
17Images
Test Set 3%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 0.51% of pixels