vcdaus Image Dataset

2024-06-10 10:02am

v56

21 days ago

2024-06-10 9:55am

v17

2024-06-04 10:43am

Generated on Jun 4, 2024

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Popular Download Formats

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

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

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339 Total Images

View All Images

Dataset Split

Train Set 100%

339Images

Valid Set %

0Images

Test Set %

0Images

Preprocessing

Dynamic Crop: Class: class2

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal

Rotation: Between -3° and +3°

Saturation: Between -34% and +34%

Brightness: Between -22% and +22%

Blur: Up to 0.8px

Noise: Up to 1.69% of pixels

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