Leaf final 2 Image Dataset
Versions
2024-04-10 2:07pm
v9
· 3 months ago
2023-12-29 12:35pm
v8
· 6 months ago
2023-12-12 11:30am
v7
· 7 months ago
2023-11-09 2:15pm
v6
· 8 months ago
2023-11-01 11:37am
v5
· 8 months ago
2023-10-25 9:40pm
v4
· 8 months ago
2023-10-06 8:29am
v3
· 9 months ago
2023-10-05 10:28pm
v2
· 9 months ago
2023-10-04 2:16pm
v1
· 9 months ago
v4
2023-10-25 9:40pm
Generated on Oct 25, 2023
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.
1678 Total Images
View All Images
Dataset Split
Train Set 88%
1470Images
Valid Set 8%
137Images
Test Set 4%
71Images
Preprocessing
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
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