Infectious_waste Image Dataset
Versions
2023-04-24 9:16pm
v9
Apr 24, 2023
2023-04-24 8:30pm
v8
Apr 24, 2023
2023-04-24 8:28pm
v7
Apr 24, 2023
2023-04-24 5:51pm
v6
Apr 24, 2023
2023-04-24 5:13pm
v5
Apr 24, 2023
2023-02-28 1:13am
v4
Feb 27, 2023
2023-02-27 5:06pm
v3
Feb 27, 2023
2023-02-18 11:01pm
v2
Feb 18, 2023
2022-12-10 7:21pm
v1
Dec 10, 2022
v9
2023-04-24 9:16pm
Generated on Apr 24, 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
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6709 Total Images
View All Images
Dataset Split
Train Set 88%
5873Images
Valid Set 8%
557Images
Test Set 4%
279Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 52 remapped, 8 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 50% of images
Exposure: Between -21% and +21%
Blur: Up to 1.5px
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