nswws

x6

Object Detection

x6 Image Dataset

v1

2022-08-15 2:17pm

Generated on Aug 15, 2022

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.
Other Formats
Choose another format.

Dataset Split

Train Set 82%
428Images
Valid Set 12%
61Images
Test Set 6%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x560

Augmentations

Outputs per training example: 2
Rotation: Between -8° and +8°
Hue: Between -15° and +15°
Saturation: Between -35% and +35%
Brightness: Between -35% and +35%
Exposure: Between -16% and +16%
Blur: Up to 0.5px

Similar Projects

x9
snu
306 images
snu
306 images
snu
216 images
snu
90 images
x3
snu
90 images