Dataset Versions

2022-09-15 9:21am

Generated on Sep 15, 2022

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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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3884 Total Images

View All Images

Dataset Split

Train Set 95%

3681Images

Valid Set 4%

139Images

Test Set 2%

64Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3

Shear: ±15° Horizontal, ±15° Vertical

Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

Bounding Box: Brightness: Between -25% and +25%

Similar Projects

Attributes

train_249.jpg

416x416

0.17MP

Updated Sep 15, 2022

3:51AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 416x416
Shear	Applied Per Bounding Box
Brightness	Applied Per Bounding Box
Shear	X: 5° Y: -15°

Raw Data

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Retail_Dataset