Karantoumanis

preproc

Object Detection

preproc Image Dataset

v11

2022-09-02 11:06am

Generated on Sep 2, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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Dataset Split

Train Set 100%
1841Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 384x384
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.
leaves
745 images
diseased-healthy
2305 images
letters
2238 images
leaves-disease
2318 images
plant-diseases-and-insect-pests
2318 images