Object Detection¶

Quick Start¶

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Quick Start on a Tiny COCO Format Dataset

:link: quick_start/quick_start_coco.html

How to train high quality object detection model with AutoMM in under 5 minutes on COCO format dataset.

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Prepare COCO2017 Dataset

:link: data_preparation/prepare_coco17.html

How to prepare COCO2017 dataset for object detection.

Prepare Pascal VOC Dataset

:link: data_preparation/prepare_voc.html

How to prepare Pascal VOC dataset for object detection.

Prepare Watercolor Dataset

:link: data_preparation/prepare_watercolor.html

How to prepare Watercolor dataset for object detection.

Convert VOC Format Dataset to COCO Format

:link: data_preparation/voc_to_coco.html

How to convert a dataset from VOC format to COCO format for object detection.

Object Detection with DataFrame

:link: data_preparation/object_detection_with_dataframe.html

How to use pd.DataFrame format for object detection

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Finetune on COCO Format Dataset with Customized Settings

:link: advanced/finetune_coco.html

How to customize high quality object detection model with AutoMM on COCO format dataset in under 5 minutes.