Dataset Versions
Versions
640test
v30
· 3 years ago
640valid
v29
· 3 years ago
640shear
v28
· 3 years ago
640rotation
v27
· 3 years ago
TF-test-1536
v26
· 3 years ago
TF-train-1536
v25
· 3 years ago
test
v24
· 3 years ago
TF
v23
· 3 years ago
valid5-3-22
v22
· 3 years ago
shear45degree5-3-22
v21
· 3 years ago
rotation45degree5-3-22
v20
· 3 years ago
rotation5-3-22
v19
· 3 years ago
shear3-3-22
v18
· 3 years ago
rotation3-3-22
v17
· 3 years ago
validate
v16
· 3 years ago
shear
v15
· 3 years ago
rotationV9
v13
· 3 years ago
rotationV8
v8
· 3 years ago
rotation
v7
· 3 years ago
rotation-grayscle2
v6
· 3 years ago
rotation-grayscale
v5
· 3 years ago
grayscale100--rotation-shear
v4
· 3 years ago
grayscale50--rotation-shear
v3
· 3 years ago
grayscale25--rotation-shear
v2
· 3 years ago
rotation-shear
v1
· 3 years ago
v4
grayscale100--rotation-shear
Generated on Feb 26, 2022
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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556 Total Images
View All Images
Dataset Split
Train Set 87%
486Images
Valid Set 8%
47Images
Test Set 4%
23Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 100% of images