garbage detection Image Dataset
Versions
2023-06-14 1:08am
v13
Jun 13, 2023
2023-06-14 1:05am
v12
Jun 13, 2023
2023-06-14 12:28am
v11
Jun 13, 2023
2023-06-13 10:00am
v10
Jun 13, 2023
2023-06-13 9:01am
v9
Jun 13, 2023
2023-06-13 8:59am
v8
Jun 13, 2023
2023-06-13 8:58am
v7
Jun 13, 2023
2023-06-12 11:29pm
v6
Jun 12, 2023
2023-06-12 11:22pm
v5
Jun 12, 2023
2023-06-06 12:30am
v4
Jun 5, 2023
2023-06-03 10:27am
v3
Jun 3, 2023
2023-06-03 2:23am
v2
Jun 2, 2023
v11
2023-06-14 12:28am
Generated on Jun 13, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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6097 Total Images
View All Images
Dataset Split
Train Set 86%
5259Images
Valid Set 7%
434Images
Test Set 7%
404Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Mosaic: Applied
Garbage
37 images
Trash
880 images
Garbage
46 images
bin-trash
39 images
plastic
223 images