garbage_detection Image Dataset
Versions
2024-02-07 5:50pm
v18
Feb 7, 2024
2024-02-07 5:39pm
v17
Feb 7, 2024
v10
v16
May 27, 2022
v9.0
v15
May 25, 2022
V8.0
v14
May 18, 2022
V7.0
v13
May 11, 2022
V6.0
v12
May 4, 2022
Without augmentation
v11
May 4, 2022
V5.0
v10
Apr 26, 2022
V4.0
v9
Apr 23, 2022
V3.0
v7
Apr 15, 2022
v2.0
v6
Apr 15, 2022
v1.0
v4
Apr 12, 2022
v9
V4.0
Generated on Apr 23, 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.
1721 Total Images
View All Images
Dataset Split
Train Set 86%
1488Images
Valid Set 8%
133Images
Test Set 6%
100Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -20° and +20°
Saturation: Between -25% and +25%
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