Color_fragment_fiber_pellet_dirt Image Dataset
v7
2022-11-04 6:46pm
Generated on Nov 4, 2022
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
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16457 Total Images
View All Images
Dataset Split
Train Set 88%
14412Images
Valid Set 8%
1367Images
Test Set 4%
678Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Exposure: Between -13% and +13%
Blur: Up to 1.5px
Noise: Up to 1% of pixels
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