The project Textile Quality Analysis aims at counting the wefts(horizontal lines), warps(vertical lines)of a given fabric image uner _pick glass(a glass used to magnify, maintain reference in a fabric).
The analysis is done in three major steps:
- Segmenting only fabric from image: Template matching is used for segmentation in which a samall part from the centre of the image is used and mtched with the total image to recognise the fabric.
- Feature enhancement: CLAHE and Histogram Equalisation are used for enhancement of the image.
- Feature recognition: Several techniques are being used for counting the wefts and warps. The robustness of the model is being tested continously to make it better.