Asparagus HarvesterV3 Dataset
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2024-06-10 6:20pm
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2024-06-05 1-32pm_ALL_LIGHTING_CONDITIONS
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Generated on Jun 5, 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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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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577 Total Images
View All Images
Dataset Split
Train Set 70%
405Images
Valid Set 19%
112Images
Test Set 10%
60Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 832x468
Modify Classes: 1 remapped, 0 dropped
Augmentations
No augmentations were applied.