PlasticlessProject Image Dataset
v7
2023-02-01 3:22am
Generated on Feb 1, 2023
Popular Download Formats
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.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
827 Total Images
View All Images
Dataset Split
Train Set 60%
493Images
Valid Set 27%
220Images
Test Set 14%
114Images
Preprocessing
Auto-Orient: Applied
Static Crop: 26-100% Horizontal Region, 25-73% Vertical Region
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 37% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -33% and +33%
Bounding Box: Exposure: Between -43% and +43%
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