Garbage detection - 4 classes Image Dataset
Versions
2023-03-09 10:42am
v14
Mar 9, 2023
2023-03-09 9:54am
v13
Mar 9, 2023
2023-03-08 10:37pm
v12
Mar 8, 2023
2023-03-08 9:03pm
v11
Mar 8, 2023
2023-03-08 7:40pm
v10
Mar 8, 2023
2023-03-08 7:37pm
v9
Mar 8, 2023
2023-03-08 1:03pm
v8
Mar 8, 2023
2023-03-05 9:58pm
v5
Mar 5, 2023
2023-03-05 9:34pm
v4
Mar 5, 2023
2023-03-04 11:44pm
v1
Mar 4, 2023
v10
2023-03-08 7:40pm
Generated on Mar 8, 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.
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2681 Total Images
View All Images
Dataset Split
Train Set 92%
2478Images
Valid Set %
0Images
Test Set 8%
203Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -25° and +25°
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
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