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Nighttime Grape Flower Clusters
Object Detection
Overview
Images
730
Dataset
2
Model
2
API Docs
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Dataset Versions
Try Pre-Trained Model
Versions
2024-04-19 8:58am
v2
·
a year ago
2023-03-23 9:34am
v1
·
2 years ago
v2
2024-04-19 8:58am
Generated on Apr 19, 2024
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YOLOv11
TXT annotations and YAML config
used with
YOLOv11
.
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
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YOLOv3 PyTorch
.
Pascal VOC XML
Common
XML annotation format
for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format
used for both
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PaliGemma JSONL format
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1675
Total Images
View All Images
Dataset Split
Train Set
87%
1455
Images
Valid Set
9%
146
Images
Test Set
4%
74
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal
Blur:
Up to 0.8px
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