Vineyard Object Detection Image Dataset
Versions
2024-06-03 2-32pm ToTransfer
v14
· a month ago
2024-05-30 1-03pm new images avant local data augmentation
v11
· a month ago
2024-05-27 3-19pm data augmentation
v10
· a month ago
2024-05-27 9-53am REDONE resize no data augmentation
v9
· a month ago
2024-05-27 9-46am REDONE no resize no data augmentation
v8
· a month ago
2024-05-15 11:50am
v7
· a month ago
2024-05-13 11:00am
v6
· 2 months ago
2024-05-13 null filtered data augmentation
v5
· 2 months ago
2024-05-07 bounding only
v4
· 2 months ago
2024-05-07 data augmentation
v3
· 2 months ago
2024-05-06 raw labeled
v1
· 2 months ago
v6
2024-05-13 11:00am
Generated on May 13, 2024
Popular Download Formats
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 (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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
4833 Total Images
View All Images
Dataset Split
Train Set 89%
4278Images
Valid Set 8%
372Images
Test Set 4%
183Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 40% of images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -19% and +19%
Blur: Up to 2px
Noise: Up to 0.54% of pixels
Canopy-Post-Tractor-Trunck
805 images
Grapevine
1154 images
Trunks
355 images
sc-jfuD-NW0D
706 images
sc-jfuD
706 images