Changes between Version 55 and Version 56 of Other/Summer/2023/Features
- Timestamp:
- Aug 7, 2023, 4:34:37 PM (11 months ago)
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Other/Summer/2023/Features
v55 v56 70 70 === Week 7 Progress 71 71 72 * Testing complicated patterns: 72 * Testing complicated patterns: We tested training data with more complicated patterns of movement. For instance, we trained the model with one class of frames moving in a completely random pattern and the other moving with a 3-degree bias to the right. After running 10,000 samples, we obtained 50% accuracy. We hypothesize 3 potential causes of the low accuracy: 1) sample size was too small 2) there was a problem in our datasets 3) there was an error in executing the software stack 73 73 74 * Testing with new bias: 74 * Testing with new bias: To rectify the issue, we changed the bias from 3 degrees to 30 degrees. The model was able to identify the change in bias with a 93% accuracy on 10,000 samples. 75 75 76 76 * Automation of model training:
