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Versions
crop
v23
· 2 years ago
Mosiac_contrast
v22
· 2 years ago
Mosiac
v21
· 2 years ago
rotate_shear
v20
· 2 years ago
bbox_noise
v19
· 2 years ago
shear_rotate
v18
· 2 years ago
bbox_shear
v17
· 2 years ago
bbox_rotate
v16
· 2 years ago
Origanal
v14
· 2 years ago
Bboxshear
v13
· 2 years ago
shear_bbox
v12
· 2 years ago
Mosaic
v8
· 2 years ago
Noise
v7
· 2 years ago
Exposure
v6
· 2 years ago
shear_and_sat
v5
· 2 years ago
Shear
v2
· 2 years ago
Augment suong suong
v1
· 2 years ago
v1
Augment suong suong
Generated on Aug 1, 2022
Popular Download Formats
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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1125 Total Images
View All ImagesDataset Split
Train Set 87%
984Images
Valid Set 8%
94Images
Test Set 4%
47Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±15° Vertical
Saturation: Between -31% and +31%
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
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