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004_comission/vinniesniper-54816/task1/_lab/002-face-detection/README.md
louiscklaw b3cc8e8323 update,
2025-01-31 22:57:47 +08:00

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# README
## to run
```bash
$ cd src
$ python ./draft1.py
```
75%
The extension includes two parts, technical improvement and UI design.
The technical improvement may include
- new retrieval algorithms (e.g., 80+% of precision and 55+% of recall),
- high dimensional data indexing (efficiently storing and managing the features extracted from the database, modifying the program so that it does not need to compute the features every time),
- retrieval algorithms for particular types of images (e.g., sunset images, images containing human faces),
- a crawler to obtain images from the internet, or
- adding semantic information to help improve the retrieval performance.
1. Improve the number of correctly matched images (20%)
1. Modify the above program to retrieve similar images (20%)
1. Improve on the Precision (20%)
1. Improve on the Recall (20%)
25%
Here,
15% of marks will be given based on the technical difficulties and
another 10% will be given based on the UI design.