new-workspace-wogam

Skripsi 3.0

Object Detection

Skripsi 3.0 Image Dataset

v2

2X 1100

Generated on Aug 24, 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 100%
1100Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Noise: Up to 1% of pixels
Cutout: 2 boxes with 20% size each
Head-Helm-NoVest-Vest
350 images
safety-vest-hard-hat
9969 images
Head-Helm-NoVest-Vest
300 images
hardhat
1723 images