replied to your PM- in summary it is great you are enthusiastic about this! I have sent a few thoughts about robot building. One extra thought is maybe you want to add a few comments to your post about your current skills/experience so that people can make better suggestions?
For everyone else- I ran out of steam with my project but I’m still interested and hope to resume at some point If anyone made any progress I’d be excited to hear about it!
Hi everyone, to update on my journey so far.
I have initially created a web app that classifies the disease infected by a crop by simply uploading a picture of it and then fastai classifies it. Then I wanted to improve on it and now working on building a Real time weed detection robot that destroys weeds founds. From research on the algorithms, I found that YOLOv8 & detectron2 are the best for Real time object detection and that’s what I’m gonna use.
And btw, does anyone have any updates about IceVision by @farid which was an Object detection algorithm built on fastai & PyTorch. I believe it is down & currently not being maintained.
In the next few weeks, I should have a working detection model and I will share that on here.
And for anyone who has done work using detectron2, how is it’s accuracy? and how much time does it take to do inference? I would like your view point on it.