LUMS

temp_proj

Object Detection

temp_proj Image Dataset

v2

2024-04-05 9:06am

Generated on Apr 5, 2024

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 87%
417Images
Valid Set 4%
20Images
Test Set 8%
40Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -30% and +30%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels
BundledGoodBadBox
4232 images
crates
2888 images
pills
340 images