Team Members: 1.Bharath Surianarayanan- NetID bs4224 2. Shashaank Gupta - NetID sg6661
Topic : Defect Detection and Classification in Steel Surfaces
To run the experiments : 1.clone the open-mmlab/mmdetection repository 2.Follow the steps in the ipynb notebook for instructions on how to install the dependencies and run the experiments.
Model 4- Baseline Detecto RS model. Model 5- DetectoRS + Albumentations + GRoIE Model 6- DetectoRS + Cosine Annealing + GRoIE + Albumentations Model 7- DetectoRS + Albumentations
To run the model with the best accuracy use the following model weights and run the tests using the ipynb notebook.- https://drive.google.com/file/d/1-gIAa38O2xFwkJFd6FxATv93ZgofOP9X/view?usp=sharing