Project Title

SEQUENTIAL COMBUSTION IMAGE CLASSIFICATION USING LATENT VECTORS FROM AUTOENCODER

Installation

pip install -r requirements.txt

USAGE

python main.py [path_to_your_config]

TRAINING

For Autoencoder[your_config.ini] file:

[Type]
type = autoencoder
[PostProcess]
post_process = False

For Sequential Model[your_config.ini] file:

[Type]
type = sequential
ae_path = "path_to_your_autoencoder/models"
[PostProcess]
post_process = False

TESTING

For Autoencoder[your_config.ini] file:

[Type]
type = autoencoder
[PostProcess]
post_process = True

For Sequential Model[your_config.ini] file:

[Type]
type = sequential
ae_path = "path_to_your_autoencoder/models"
[PostProcess]
post_process = True

HYPERPARAMETER ANALYSIS DIRECT CLASSIFICATION PART 1

DIRECT CLASSIFICATION

TRAINED ENCODER AND SEQUENTIAL MODEL FOR PART2

WEIGHTS

Courtesy

Dr Soumik Sarkar