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UOC-Assignments / uoc.tfg.jbericat

Entrenament d’un model de IA en un entorn virtual per a la seva aplicació en la extinció d’incendis forestals: Prova de concepte - Universitat Oberta de Catalunya - Treball Final de Grau
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TASK#07.2.3 - Re-estructuració dels arxius font del repositori del projecte #168

Closed jbericat closed 2 years ago

jbericat commented 2 years ago

Es detalla la estructura de directoris final sense mostrar control de canvis (etapa 2):

src/poc/
        |
        |----- dataset-generator/
        |              |
        |              | -------  airsim_capture.py -> Implements gathering of dataset images
        |              |
        |              | ------- settings.json -> Airsim config file for Computer Vision Mode
        |              |
        |              | ------- airsim_start.sh -> Loads the custom Unreal environment with the Airsim plugin enabled
        |              |
        |              | ------- airsim_capture.sh -> Runs the dataset generator
        |
        |
        |----- cnn-training/
        |               |
        |               | ------- /data/ -> Stores the curated (not raw) datasets for training
        |               |
        |               | ------- hyper_parameter_calculator.wiris -> custom calculator to set hyper-parameters values -> https://calcme.com 
        |               |
        |               | ------- pytorch_training.py -> pytorch CNN training implementation
        |               |
        |               | ------- pytorch_training.sh -> Runs the CNN Training
        |
        |  
        |----- src/poc/cnn-deployment/
        |               |
        |               | ------- airsim_drone_survey.py (Implements the drone survey around the PoC's Unreal Environment)
        |               |
        |               | ------- cnn_deployment.py -> Implements the CNN model's inference
        |               |
        |               | ------- settings.json -> Airsim config file for "Multirotor" mode
        |               |
        |               | ------- airsim_start.sh -> Loads the custom Unreal environment with the Airsim plugin enabled
        |               |
        |               | ------- airsim_drone_survey.sh -> Runs the drone fly-by around the PoC's custom Unreal deployment environment
        |
        | 
        |----- src/poc/lib/
                        |
                        | ------- pytorch.py -> Home-made library that contains auxiliar pytorch related functions
                        |
                        | ------- airsim.py -> Home-made library that contains auxiliar airsim related functions
jbericat commented 2 years ago

Tasca finalitzada i document de memòria parcial de la FITA#7 actualitzat