Dataset Versions
Versions
date_pd3
v26
· 2 years ago
date-pd2
v25
· 2 years ago
date-pd
v24
· 2 years ago
date_again4
v23
· 2 years ago
data_again3
v22
· 2 years ago
date_again2
v21
· 2 years ago
date_again
v20
· 2 years ago
real_pure-No_downSample-
v19
· 2 years ago
exp14
v18
· 2 years ago
no_pure
v17
· 2 years ago
pure_x2
v12
· 2 years ago
pure_x3_last
v11
· 2 years ago
pureX3
v10
· 2 years ago
pure_all_reboot
v9
· 2 years ago
pure_all
v7
· 2 years ago
pure
v6
· 2 years ago
2022-07-18 2:30pm
v5
· 2 years ago
2022-07-18 2:23pm
v4
· 2 years ago
2022-07-18 1:32pm
v3
· 2 years ago
2022-07-15 10:45am
v1
· 2 years ago
v5
2022-07-18 2:30pm
Generated on Jul 18, 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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1010 Total Images
View All Images
Dataset Split
Train Set 88%
885Images
Valid Set 8%
79Images
Test Set 5%
46Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1286x1809
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -6° and +6°
Shear: ±4° Horizontal, ±3° Vertical
Grayscale: Apply to 100% of images
Hue: Between -25° and +25°
Saturation: Between -32% and +32%
Brightness: Between -10% and +10%
Exposure: Between -16% and +16%
Blur: Up to 1.25px
Noise: Up to 5% of pixels
Cutout: 2 boxes with 10% size each
Bounding Box: Rotation: Between -12° and +12°
Bounding Box: Shear: ±7° Horizontal, ±7° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -16% and +16%
Bounding Box: Blur: Up to 3px
Bounding Box: Noise: Up to 5% of pixels