skripsi

FMD

Object Detection

FMD Image Dataset

v1

2023-08-07 4:08pm

Generated on Aug 7, 2023

Popular Download Formats

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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 88%
258Images
Valid Set 8%
24Images
Test Set 4%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Saturation: Between -31% and +31%
Brightness: Between -36% and +36%
good-hooves-or-bad-hooves
952 images
Laaalala
952 images
FMD
foot-and-mouth
1195 images
dd
tt
dd
110 images