├── .gitattributes ├── .gitignore ├── Chapter01 ├── 01_reading_image.py ├── 02_saving_image.py ├── 03_convert_image_format.py ├── 04_image_color_split.py ├── 05_image_color_merge.py ├── 06_image_translation.py ├── 07_image_rotation.py ├── 08_image_scaling.py ├── 09_affine_transformation.py ├── 10_projective_transformation.py ├── 11_image_warping.py └── images │ └── input.jpg ├── Chapter02 ├── 01_2d_convolution.py ├── 02_blurring.py ├── 03_sharpening.py ├── 04_embossing.py ├── 05_embossing_advance.py ├── 06_erosion_dilation.py ├── 07_vignette_filter.py ├── 08_vignette_gaussian.py ├── 09_enhacing_contrast.py ├── 09_enhacing_contrast_2.py └── images │ ├── geometrics_input.png │ ├── house_input.png │ ├── image_02_008.png │ ├── sign_input.png │ ├── text_input.png │ ├── train_input.png │ └── tree_input.png ├── Chapter03 ├── 01_accessing_webcam.py ├── 02_keyboard_inputs.py ├── 03_mouse_inputs.py ├── 04_interacting_video.py ├── 05_cartoonizing.py ├── 06_median_filter.py ├── 07_gaussian_bilateral_filter.py └── images │ ├── blue_carpet.png │ └── green_dots.png ├── Chapter04 ├── cascade_files │ ├── haarcascade_eye.xml │ ├── haarcascade_frontalface_alt.xml │ ├── haarcascade_mcs_leftear.xml │ ├── haarcascade_mcs_mouth.xml │ ├── haarcascade_mcs_nose.xml │ └── haarcascade_mcs_rightear.xml ├── ear_detection.py ├── eye_detection.py ├── face_detection.py ├── fun_with_eye.py ├── fun_with_face.py ├── fun_with_mounth.py ├── images │ ├── mask_hannibal.png │ ├── moustache.png │ └── sunglasses.png ├── mounth_detection.py ├── nose_detection.py ├── pupil_detection.py └── remove_overlay_alpha.py ├── Chapter05 ├── fast_detector.py ├── fast_detector_with_brief_extractor.py ├── good_features.py ├── harris_corners.py ├── images │ ├── box.png │ ├── fishing_house.jpg │ ├── house.jpg │ └── tool.png ├── orb_detector.py ├── sift_detect.py └── surf_detect.py ├── Chapter06 ├── expand_image_by_seam_carving.py ├── images │ ├── beach.jpg │ └── ducks.jpg ├── reduce_image_by_seam_carving.py └── remove_element_by_seam_carving.py ├── Chapter07 ├── best_contour_matching.py ├── censor_shapes.py ├── convexity_defects.py ├── convexity_defects_smoothen.py ├── image_segmentation.py ├── images │ ├── boomerang.png │ ├── convex_shapes.png │ ├── hand_pen.jpg │ ├── random_shapes.png │ ├── road.jpg │ └── shapes.png ├── smoothen contour_polygon.py └── watershed.py ├── Chapter08 ├── background_substraction_GMG.py ├── background_substraction_MOG.py ├── colorspace_tracking.py ├── detect_movement.py ├── feature_tracking.py └── object_tracker.py ├── Chapter09 ├── classify_data.py ├── create_features.py ├── feature_detector.py └── training.py ├── Chapter10 ├── augmented_reality_piramide.py ├── augmented_reality_piramide_v2.py └── pose_estimation.py ├── Chapter11 ├── classify_data.py ├── create_features.py ├── feature_extractor.py ├── images │ ├── multiclass_image.png │ ├── multiclass_image_features.png │ └── test.png └── training.py ├── LICENSE ├── README.md 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