thermal-leackage-detection Image Dataset

2023-01-13 6:33pm

v57

a year ago

2023-01-13 6:01pm

9:1 20 crop - 10 inner rotate

v41

2 years ago

9:1 20 crop - 20 inner crop

v40

2 years ago

9:1 20 crop - 15 rotate

v42

2022-07-21 11:43am

Generated on Jul 21, 2022

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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.

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1038 Total Images

View All Images

Dataset Split

Train Set 89%

924Images

Valid Set 10%

104Images

Test Set 1%

10Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3

Shear: ±15° Horizontal, ±15° Vertical

Bounding Box: Rotation: Between -10° and +10°

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