Dataset Versions
Versions
Yov8 crop 15-85
v11
· a year ago
Yov8 crop 15-85 histo eq
v10
· a year ago
Yov7 crop 15-85 histo eq
v9
· a year ago
augmentation yolov7
v8
· 2 years ago
naik augmentation yolov8 v2
v7
· 2 years ago
no augmentation yolov7
v6
· 2 years ago
no augmentation yolov8
v5
· 2 years ago
augmentation yolov8
v4
· 2 years ago
pra proses crop
v3
· 2 years ago
2023-04-11 11:51am
v2
· 2 years ago
2023-04-11 10:09am
v1
· 2 years ago
v7
naik augmentation yolov8 v2
Generated on Jun 6, 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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7352 Total Images
View All Images
Dataset Split
Train Set 87%
6432Images
Valid Set 8%
612Images
Test Set 4%
308Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -40% and +40%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 10% of pixels