plastic detection Image Dataset
v4
v3
Generated on Apr 22, 2022
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.
931 Total Images
View All Images
Dataset Split
Train Set 82%
762Images
Valid Set 12%
113Images
Test Set 6%
56Images
Preprocessing
Resize: Fit within 416x416
Modify Classes: 0 remapped, 20 dropped
Augmentations
Outputs per training example: 2
Brightness: Between -9% and +9%
Similar Projects
waste
521 images
litter
102 images
trash-plastic
459 images
plastics
796 images
trash
1398 images