# Tinyml Model for ESP32Cam

**URL:** <https://discuss.tinyml.seas.harvard.edu/t/tinyml-model-for-esp32cam/1619>\
**Category:** General Discussions\
**Created:** [October 27, 2024, 2:04am UTC](https://discuss.tinyml.seas.harvard.edu/t/tinyml-model-for-esp32cam/1619 "2024-10-27T02:04:20Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![mandodiya](https://avatars.discourse-cdn.com/v4/letter/m/3ec8ea/32.png) [@mandodiya](https://discuss.tinyml.seas.harvard.edu/u/mandodiya)\
**Post date:** [October 27, 2024, 2:04am UTC](https://discuss.tinyml.seas.harvard.edu/t/tinyml-model-for-esp32cam/1619/1 "2024-10-27T02:04:21Z")

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My objective is - Detect baby & draw bounding box around it , then apply masking & remove everything else except that bounding box.

I have created dataset of 1200 images & labels (right now in YOLO format)

So far , i have tried yolov5n & TinyissimoYOLO.  
But when I’m converting in c array…size is going above 20mb.

Please guide me in model selection or creation.  
& correct me if I’m going wrong anywhere.