recomputer

recomputer

Object Detection

recomputer Image Dataset

v2

2023-05-18 8:00pm

Generated on May 18, 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 86%
102Images
Valid Set 8%
10Images
Test Set 5%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -42° and +42°
Brightness: Between -39% and +39%
Exposure: Between -10% and +10%
Noise: Up to 5% of pixels
Cutout: 2 boxes with 6% size each
yolov5
212 images
tomato-carrot-cucumber-mushroom-lettuce-cinnamon_jar-box-can-asparagus-cup
436 images
yolov5
38 images
red_vegetable
104 images
donut-bottle-lego-cube-prism-carrot-pen-tomato-apple-strawberry-cup-container-basket-
40 images