Recycling Try 2 Dataset
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2023-11-15 6:33pm
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2023-11-15 3:01am
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2023-11-14 8:52pm
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Nov 11-11 72-19-10
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2023-11-11 10:56pm
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v12
2023-11-15 3:02am
Generated on Nov 15, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv9.
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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.
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3318 Total Images
View All ImagesDataset Split
Train Set 72%
2391Images
Valid Set 19%
642Images
Test Set 9%
285Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 1920x1080
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 3.5px
Noise: Up to 7% of pixels