waste detection Image Dataset
Versions
2024-01-17 8:23pm
v15
Jan 17, 2024
2024-01-17 3:16pm
v14
Jan 17, 2024
2024-01-17 3:08pm
v13
Jan 17, 2024
2024-01-17 2:52pm
v12
Jan 17, 2024
2024-01-17 8:55am
v11
Jan 17, 2024
2024-01-14 9:50pm
v10
Jan 14, 2024
2024-01-14 9:45pm
v9
Jan 14, 2024
2024-01-09 8:02am
v8
Jan 9, 2024
2024-01-09 8:02am
v7
Jan 9, 2024
2024-01-09 8:02am
v6
Jan 9, 2024
2024-01-09 8:02am
v5
Jan 9, 2024
2024-01-07 3:50pm
v4
Jan 7, 2024
2024-01-02 5:43pm
v3
Jan 2, 2024
2023-12-17 11:11pm
v2
Dec 17, 2023
2023-12-17 11:02pm
v1
Dec 17, 2023
v15
2024-01-17 8:23pm
Generated on Jan 17, 2024
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.
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884 Total Images
View All ImagesDataset Split
Train Set 87%
771Images
Valid Set 8%
74Images
Test Set 4%
39Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -12° and +12°
Hue: Between -24° and +24°
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