Object Detection

Quick Start

Quick Start on a Tiny COCO Format Dataset

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

quick_start/quick_start_coco.html

Data Preparation

Prepare COCO2017 Dataset

How to prepare COCO2017 dataset for object detection.

data_preparation/prepare_coco17.html

Prepare Pascal VOC Dataset

How to prepare Pascal VOC dataset for object detection.

data_preparation/prepare_voc.html

Prepare Watercolor Dataset

How to prepare Watercolor dataset for object detection.

data_preparation/prepare_watercolor.html

Convert VOC Format Dataset to COCO Format

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

data_preparation/voc_to_coco.html

Object Detection with DataFrame

How to use pd.DataFrame format for object detection

data_preparation/object_detection_with_dataframe.html

Advanced

Finetune on COCO Format Dataset with Customized Settings

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

advanced/finetune_coco.html