leaf disease Image Dataset
v24
2024-04-23 10:32pm
Generated on Apr 23, 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.
6795 Total Images
View All Images
Dataset Split
Train Set 84%
5733Images
Valid Set 8%
531Images
Test Set 8%
531Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 256x256
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Noise: Up to 1.92% of pixels
Similar Projects
blight
2939 images
Tomato-Leaf-Disease
8439 images
Tomato-Diseases
2070 images
Tomato-Leaf-and-Pest
1979 images
tomato-and-strawberry
7626 images