search

jonwalch / whiplash

Betting fake money on top of live Twitch streams
3 stars 1 forks source link

ML Exploration #458

Closed jonwalch closed 4 years ago

jonwalch commented 4 years ago

Goal: build an ML model that can determine whether Ts or CTs win the round

jonwalch commented 4 years ago

http://cs231n.stanford.edu/reports/2016/pdfs/273_Report.pdf

They specifically cut out the scoreboard for this paper so the model couldn't learn using it and it has to use just the video. Academia...

Papers that cited this one: https://scholar.google.com/scholar?cites=15590873559941068473&as_sdt=2005&sciodt=0,5&hl=en

jonwalch commented 4 years ago

Going to prototype a ternary model with three buckers {no_win, ct_win, t_win}. I need to find/generate a large amount of images of counter strike. I need screens of anything that isnt a round end, cts winning, and ts winning. I need about 1/3 of each type of image.

https://pytorch.org/tutorials/beginner/data_loading_tutorial.html

jonwalch commented 4 years ago

Collect lots of image of: no win CT win Ts win

should crop them to the parts that are relevant when doing inference can crop input image stream proportionally

jonwalch commented 4 years ago

Closing in favor of https://github.com/jonwalch/whiplash/issues/462