demo.mp4
To facilitate users, we provide a brief guide that users can use to identify the location of the given part of the source code in AIorReality. The table is as follows:
Table 1: Source Code Location Guide for AIorReality
| Main Directory | Subdirectory | Content |
|---|---|---|
| datasets | AI_from_kaggle | Store AiArtData and RealArt |
| model_saved | -- | Pre-trained models are used for real-time detection |
| Result | Grid_search | Stores the results of the grid search, including logs and heat maps |
| Train | Stores the results of model training, including logs, loss trends, and confusion matrices | |
| temp_picture | -- | Used to store the images captured in the video and predict the results of the pictures |
| test | -- | Used to get footage for still video |
| util | image_to_video.py | Generate a still video from the image |
| logo.ico | UI logo | |
| output.mp4 | Generated static video | |
| rename.py | Used for recoding data sets | |
| Classifier.py | -- | It is used for classifier construction and model training |
| Feature_extraction.py | -- | 4 ways of feature extraction |
| Grid_search.py | -- | Perform a grid search to obtain optimal hyperparameters |
| main.py | -- | UI interface: Used for visual classification effect display |