published on 2022-12-01 00:00 by kevin kwon

summary

• Created a PyTorch-based neural network image classifier for quick identification of common rope knots
• Achieved 91% accuracy in classifying knots with model trained on very small set of training data (1,152 images)

written by kevin kwon