Kelsey Pella

For 4/12:

• Follow up with Carrie about Envi workflow for patch-based texture recognition

  • try adding IRB and RGB to grayscale

• Read https://arxiv.org/pdf/1904.06554.pdf

• IASE!

• Return to playing with Roboflow

• Search for Mars topographic data

For 3/29:

• Pivoting away from TextureCam (most likely)

• Check out deep learning packages in MatLab (Kendra) or Envi (Carrie)

For 3/15:

• Download/install TextureCam

  • do a demo run (low expectations, just get it to not crash)

• Read ~2 TextureCam papers (should you do the demo run? Was it replaced by something stronger?)

• Poster! And amazing presentation!

For 3/1:

• Submit IASE abstract: https://iase.website/

• Keep going with labeling and re-running

• Look into code Mallonee mentioned but didn't really use (look for figure that looks like MS paint)

  • Texture Cam?

• Check out YOLOv9

For 2/23:

• Keep going with labeling and re-running

For 2/16:

• Make a million squares

  • break up irregular polygons

  • make a crater class

• Draft abstract for Research Symposium and IASE. RS: https://www.isu.edu/research/for-students/undergraduate-research/

For 2/3:

• More roboflow

• meeting about GEE

For 12/6:

• Find info on GEE use

• Keep refining roboflow

For 11/29:

• More models, more labeled images

• Read/summarize 2 papers about machine learning

  • • Machine Learning to Estimate Surface Roughness from Satellite Images (Singh et al. 2021)

    • Combining Radar and Optical Satellite Imagery with Machine Learning to Map Lava Flows at Mount Etna and Fogo Island (Corradino et al. 2021)

For 11/10 (email check-in; next meeting 11/17):

• Continue with classification, removing spiders

• Write summary and relevance to own work for Cao and Cai (2018)

• Read/summarize Lindsay et al. (2019)

For 10/25:

• Keep going on classification

• Reply to Oz and Nicolle about LPSC/funding

• Read/summarize Cao and Cai (2018)

For 10/18:

• Fill in upper portion of this website

• Keep pushing on rock vs dune vs regolith classification

• Follow up with Oz about LPSC

• Midterms :)