bag-of-words
Python Implementation of Bag of Words for Image Recognition using OpenCV and
sklearn | Video
Dense SIFT
https://stackoverflow.com/questions/20146570/opencv-python-dense-sift
Training the classifier
python findFeatures.py -t dataset/train/
Testing the classifier
- Testing a number of images
python getClass.py -t dataset/test --visualize
The --visualize flag will display the image with the corresponding label printed on the image/
- Testing a single image
python getClass.py -i dataset/test/aeroplane/test_1.jpg --visualize
Troubleshooting
If you get
AttributeError: 'LinearSVC' object has no attribute 'classes_'error, then simply retrain the model.