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YOLO_SEM_Contain_Membrane

Object Detection

Dataset Versions

Try Pre-Trained Model

v47

2024-08-06 11:35pm

Generated on Aug 6, 2024

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YOLOv11

TXT annotations and YAML config used with YOLOv11.

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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217 Total Images

View All Images

Dataset Split

Train Set 100%

216Images

Valid Set %

0Images

Test Set 0%

1Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Brightness: Between -10% and +10%

Blur: Up to 1px

Similar Projects

Annotations

Group:

cell-pore-membrane

210429-000007.png

1280x960

1.23MP

Updated Apr 18, 56569

5:43AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Flip

Both

Brightness

Blur

0.75px

Raw Data

Source Data

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YOLO_SEM_Contain_Membrane

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2024-08-06 11:35pm

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