Dataset Versions
Versions
dataset puro
v20
· 2 years ago
2022-06-28 9:12pm
v19
· 2 years ago
2022-06-28 6:34pm
v18
· 2 years ago
2022-06-28 6:27pm
v17
· 2 years ago
oficialofiacial2
v14
· 2 years ago
oficial1
v10
· 2 years ago
2022-06-28 2:47pm
v9
· 2 years ago
2022-06-28 4:15am
v8
· 2 years ago
2022-06-27 9:57pm
v7
· 2 years ago
2022-06-27 7:15pm
v6
· 2 years ago
2022-06-27 4:10pm
v4
· 2 years ago
2022-06-27 5:16am
v3
· 2 years ago
2022-06-27 3:45am
v2
· 2 years ago
2022-06-27 3:03am
v1
· 2 years ago
v14
oficialofiacial2
Generated on Jun 28, 2022
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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.
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1477 Total Images
View All Images
Dataset Split
Train Set 90%
1335Images
Valid Set 9%
133Images
Test Set 1%
9Images
Preprocessing
Isolate Objects: Applied
Resize: Fit (black edges) in 416x416
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -20° and +20°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 1.25px
Noise: Up to 3% of pixels