Apologies for the delayed post, parents were in town for my birthday and I forgot to post this early. Regardless this week I’ve largely wrapped up the backend, I solved the issue of videos not saving properly so now the only thing left is to add in a averaging kernel Read more…
This week there was a realization that the CNN model was not working as intended and was really not learning during the training. I trained on a smaller batch size and was getting the same weird results, I am about to start training it with a larger batch size and Read more…
For this week we were able to finally get our camera up and running. We had some difficultly with the Nvidia cameras however we ended up going with a Ras Pi Camera v2, because there were much more resources on how to work the camera and clear instruction videos. This Read more…
For this week we were able to finally get our camera up and running. We had some difficultly with the Nvidia cameras however we ended up going with a Ras Pi Camera v2, because there were much more resources on how to work the camera and clear instruction videos. This Read more…
For this week since I had the nano and I set it up last week I focused on deployment. I wanted to make sure we had the untrained models up and running for once we do train them. I was able to install pytorch and openCV. Then there was an Read more…
Previously we were able to get the Nano and set it up, however it wouldn’t boot up anymore, so we did some trouble shooting, searching websites, and trying to get the Nano back on to move forward. So in the meantime we decided to simply order another one to try Read more…
This week has largely up to this point been focused around getting a new Jetson Nano and getting the project to a good point for the upcoming demo. As I’m typing this I have the Jetson Nano SD card image downloading and am preparing to get the Nano up and Read more…
This week there were plenty of hurdles for the deblurnet CNN and I’m sure there will be more to come. The training code was finally finished and the data was properly split into frames of 128×128 and all that was left was to deploy the ec2 instance and begin training. Read more…
This week were able to get a new SD card order in which expedited our physical component process. This was very important to us and is a crucial part of our overall design. I got the Nano and accessories from Nathan to start on the hardware setup. I was able Read more…
This week we were finally able to get our hands on a microSD card so we can flash the jetson and get things started when it comes to running code on the board. Our plan is to get the main architecture running and then load a set of random weights Read more…