Porter Libby

Project Code Repository

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https://drive.google.com/file/d/1s3o8VSq__VZSDklyAjgQ2FMS0kGqrHuv/view Project Code Repository

My project is about extracting features from images. Using low-cost collection techniques such as satellite imagery or drone surveys, a database of positive and negative cases can be created. Additional information will be extrapolated from each image in the database … Read More

In the last week, I have spent more time learning about using fastai with a convolutional neural network, specifically the resnet34 and resnet50 models, which I think will be ideal for my purposes. I have also been working with Jordan … Read More

This week I did a lot of research and work on the more anthropological side of my project. I emailed Tom Hamm and Greg Vaughn and got some great information about where I could find the foundations of old buildings … Read More

This week was a big planning week for me. I spent a lot of time writing down notes and ideas, as well as researching the details of what I need for my project. I also spent some time gathering resources … Read More

In the past week, I have spent most of my capstone time organizing my project and testing some options for the machine learning component. I have been working with fast.ai and ImageAI python packages, trying to set up some groundwork … Read More

This week has been mostly organizational for me. I found some more resources on Github that I want to try and make use of, and I worked on my design plan for implementation. I talked with Igor about technologies I … Read More

In the past week, I have been working mostly on my presentation and my proposal. My proposal is close to a finished state, but I am still working on collecting preliminary results. I have also been trying to create new … Read More

Project Repo In the past week, I have used my peer review from Jordan, as well as my own proof-reading of a physical copy of my draft to fix a lot of errors. I wrote my draft in a bit … Read More

For my first idea, I have been researching methods and corner and shape detection that I might be able to apply to my implementation. I found a very relevant paper about shape detection using VLI and NIR imagery from drones, … Read More

For this week I tried to narrow down my research scope; I talked with Dave about my ideas, and where I might begin with researching each of them. I got some good ideas about previous work and what might work … Read More

As suggested by Charlie, I chose a new direction for my third idea:Name of Your Project? Geosocial Weight AlgorithmWhat research topic/question your project is going to address? Lots of social networks, including, for example, one that I created with my classmates … Read More

Idea 1 Name of Your Project? Corner Finder AI What research topic/question your project is going to address? Can deep learning and/or neural networks be used over a set of imagery to identify rectilinear structures which might be undetectable to … Read More

Name of Your Project? Corner Finder AI What research topic/question your project is going to address? Can deep learning and/or neural networks be used over a set of imagery to identify rectilinear structures which might be undetectable to the human … Read More