Grains detection Dataset
Versions
2024-09-13 8:41am
v16
· 7 days ago
2024-09-12 7:16am
v15
· 8 days ago
2024-09-12 7:14am
v14
· 8 days ago
2024-09-11 2:07am
v7
· 9 days ago
2024-09-10 9:54am
v6
· 10 days ago
2024-09-10 6:32am
v5
· 10 days ago
2024-08-14 4:36am
v4
· a month ago
2024-08-13 7:39am
v3
· a month ago
2024-08-13 7:35am
v2
· a month ago
2024-08-13 7:04am
v1
· a month ago
v16
2024-09-13 8:41am
Generated on Sep 13, 2024
Popular Download Formats
YOLOv9
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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465 Total Images
View All Images
Dataset Split
Train Set 94%
435Images
Valid Set 3%
14Images
Test Set 3%
16Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Noise: Up to 0.1% of pixels