This is a project on A Fire Hazard Identification and Evaluation Framework for Fire Extinguishing Applications

Link to writeup and poste to be posted

Notes for TA/grader:

• Results are in pipeline.ipynb
• See the two classifier.py files for functions of training, visualizing and data augmentation
• See utils.py for detailed helper functions

Notes for other user:

Instructions for using your own data:

• Create a data folder in the home directory
• Create sub-folders with the name of dataset (i our case, data/FMD, data/fire_new)
• Under each sub-folder, have folders called /train and /val
• Under /train and /val, have folders with thei classes as folder names
• Place images in those class name folders

Now you should be able to run pipeline.ipnb with simple modification of the data_dir variables.