Asparagus HarvesterV3 Dataset
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2024-06-10 6:20pm
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2024-06-10 6:20pm
Generated on Jun 10, 2024
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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TXT annotations and YAML config used with YOLOv5.
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COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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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.
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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1555 Total Images
View All ImagesDataset Split
Train Set 71%
1103Images
Valid Set 19%
303Images
Test Set 10%
149Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 832x468
Modify Classes: 1 remapped, 0 dropped
Augmentations
No augmentations were applied.