Purdue Week 2

Learning CNN and Choose Our Idea

Posted by Gyeongmin Kim on January 11, 2020 · 1 min read
2st Purdue Minutes

to do list

  • We selected one of the three ideas, "Size-Based Birds Detection", to take shape.
  • we watched online lecture about CNN.

Make Ideas

Using sequence of Images

We thought that it was difficult to learn video, By choice of lane, we used a series of images to function like a video. So We don't need to use algorithm that detect changes in size of birds.

Just Using the Size-Base Algorithm

After detecting birds, make bounding box of bird and measure its size change by following the bird. We just need to focus on changing the bounding box. And the most important thing in this idea is real time detecting, so we decide to use YOLO V3 for detecting birds.

Coursera CNN Lecture

We have to learn about

We need to know what the object detection algorithm is and how it works. So we took course in coursera CNN lecture.

References

Paper : YOLO
Lecture : coursera CNN lecture