# Starting with Object Detection

**URL:** https://community.wandb.ai/t/starting-with-object-detection/550
**Category:** Show the Community!
**Created:** [September 13, 2021, 8:35pm UTC](https://community.wandb.ai/t/starting-with-object-detection/550 "2021-09-13T20:35:40Z")
**Posts on this page:** 1
**Page:** 1

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### Author: ![maria\_rodriguez](https://avatars.discourse-cdn.com/v4/letter/m/f08c70/32.png) [@maria\_rodriguez](https://community.wandb.ai/u/maria_rodriguez)
#### Post date: [September 13, 2021, 8:35pm UTC](https://community.wandb.ai/t/starting-with-object-detection/550/1 "2021-09-13T20:35:40Z")

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Using the Pets dataset, we illustrate how Object Detection is done using RetinaNet/ Resnet, fastai library and IceVision framework. Discussion on bounding boxes and the COCOMetric mean Average Precision is done.

Hope this helps you on your ML/DL/AI journey!

Maria

> **[Object Detection using a Deep Neural Network](https://medium.com/@yrodriguezmd/object-detection-using-a-deep-neural-network-213ec8ac2da8)**
>
> IceVision, Retinanet, Resnet50 and bounding boxes