Disease_Identification Image Dataset
Versions
2024-06-25 4:37pm
v13
· 3 days ago
2024-06-24 4:01pm
v12
· 4 days ago
2024-06-24 2:45pm
v11
· 4 days ago
2024-06-19 4:13am
v10
· 10 days ago
2024-06-18 5:08pm
v9
· 10 days ago
2024-06-17 12:08pm
v8
· 11 days ago
2024-06-17 12:07pm
v7
· 11 days ago
2024-06-17 12:06pm
v6
· 11 days ago
2024-06-17 12:01pm
v5
· 11 days ago
2024-06-17 12:00pm
v4
· 11 days ago
2024-06-03 3:26pm
v3
· 25 days ago
2024-06-03 3:26pm
v2
· 25 days ago
2024-06-02 11:00pm
v1
· a month ago
v12
2024-06-24 4:01pm
Generated on Jun 24, 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.
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583 Total Images
View All Images
Dataset Split
Train Set 90%
522Images
Valid Set 8%
45Images
Test Set 3%
16Images
Preprocessing
Resize: Fit (black edges) in 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Grayscale: Apply to 10% of images
Hue: Between -24° and +24°
Brightness: Between -15% and +15%
Noise: Up to 0.78% of pixels
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