Dataset Versions

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it_1.1 yolo_8_x

it_1.1 yolo_8_l

it_1.1 yolo_8_m

it_1.1 yolo_8_s

5 classes -squalus_acanthias and squalus_suckleyi too similar-

4 classes- improved the test-val splits from first 3

v17

it_1.1 yolo_8_x

Generated on Nov 13, 2024

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TXT annotations and YAML config used with YOLOv11.

TXT annotations and YAML config used with YOLOv9.

TXT annotations and YAML config used with YOLOv8.

TXT annotations and YAML config used with YOLOv5.

TXT annotations and YAML config used with YOLOv7.

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

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

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

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

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

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3017 Total Images

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Dataset Split

Train Set 66%

2001Images

Valid Set 17%

518Images

Test Set 17%

498Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

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