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Hackathon: YOLO (You Only Look Once) object detection

Another fun and educational hackathon at HQ. The goal of this hackathon was to research cutting-edge mobile-optimized object algorithms using our Pest Detection App data set. Note that if you’re not familiar with our Pest Detection App, you can read all about it in this blog.

Research phase
The first part of this hackathon consisted of an object detection lecture & demo, which you can watch below, and a model research phase and initial model setup. In the lecture, we discuss the computer vision algorithms we’ve been using and take a deeper look at three components of object detection: data, model architecture, and training loop.

 

Implementation
On October 12, we hosted another hackathon and continued with the object detection implementation based on what we researched in the first hackathon. Download the dataset below if you want to try it yourself.

pest detection download featured
Challenge
Detecting pests through object detection
Download the dataset

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