NCTU-CV_2021
Codes for Computer Vision course in the spring semester at NCTU
Camera Calibration (link)
Camera calibration without using cv2.calibrateCamera()
Image Resolution (link)
Hybrid image, image pyramid, colorizing the Russian empire
Panoramic Stitching (link)
Combining multiple photographic images with overlapping fields of view to produce a segmented panorama
Structure From Motion (link)
Estimating three-dimensional structures from two-dimensional image sequences coupled with local motion signals.
Scene Classification (link)
- EfficientNet accuracy: 93.78%
- ResNest accuracy: 93.11%
- Simple CNN accuracy: 74%
- BOS SVM accuracy: 68%
- BOS KNN accuracy: 57.3%
- Tiny KNN accuracy: 22.67%