├── .gitignore ├── .gitmodules ├── .travis.yml ├── CHANGELOG.txt ├── Dockerfile ├── LICENSE ├── README.md ├── SimpleCV ├── Camera.py ├── Color.py ├── ColorModel.py ├── DFT.py ├── Display.py ├── DrawingLayer.py ├── EXIF.py ├── Features │ ├── BOFFeatureExtractor.py │ ├── Blob.py │ ├── BlobMaker.py │ ├── Detection.py │ ├── EdgeHistogramFeatureExtractor.py │ ├── FaceRecognizer.py │ ├── FaceRecognizerData │ │ └── GenderData.xml │ ├── FeatureExtractorBase.py │ ├── FeatureUtils.py │ ├── Features.py │ ├── HaarCascade.py │ ├── HaarCascades │ │ ├── eye.xml │ │ ├── face.xml │ │ ├── face2.xml │ │ ├── face3.xml │ │ ├── face4.xml │ │ ├── face_cv2.xml │ │ ├── fullbody.xml │ │ ├── glasses.xml │ │ ├── left_ear.xml │ │ ├── left_eye2.xml │ │ ├── lefteye.xml │ │ ├── lower_body.xml │ │ ├── mouth.xml │ │ ├── nose.xml │ │ ├── profile.xml │ │ ├── right_ear.xml │ │ ├── right_eye.xml │ │ ├── right_eye2.xml │ │ ├── two_eyes_big.xml │ │ ├── two_eyes_small.xml │ │ ├── upper_body.xml │ │ └── upper_body2.xml │ ├── HaarLikeFeature.py │ ├── HaarLikeFeatureExtractor.py │ ├── HueHistogramFeatureExtractor.py │ ├── MorphologyFeatureExtractor.py │ ├── PlayingCards │ │ ├── CardDataCollection.py │ │ ├── CardUtil.py │ │ ├── PlayingCard.py │ │ ├── PlayingCardFactory.py │ │ ├── TestScript.py │ │ ├── __init__.py │ │ └── cards.py │ ├── __init__.py │ ├── cbdata.txt │ ├── codebook.png │ └── haar.txt ├── Font.py ├── ImageClass.py ├── LineScan.py ├── MachineLearning │ ├── BOFTester.py │ ├── ConfusionMatrix.py │ ├── KNNClassifier.py │ ├── MLTestSuite.py │ ├── NaiveBayesClassifier.py │ ├── SVMClassifier.py │ ├── ShapeContextClassifier.py │ ├── TemporalColorTracker.py │ ├── TestTemporalColorTracker.py │ ├── TreeClassifier.py │ ├── TurkingModule.py │ ├── TurkingModuleExample.py │ ├── __init__.py │ ├── cbdata.txt │ ├── codebook.png │ └── query_imgs │ │ ├── flickrapi2.py │ │ ├── get_imgs_geo_gps_search.py │ │ └── query.dat ├── Segmentation │ ├── ColorSegmentation.py │ ├── DiffSegmentation.py │ ├── MOGSegmentation.py │ ├── RunningSegmentation.py │ ├── SegmentationBase.py │ └── __init__.py ├── Shell │ ├── Example.py │ ├── Shell.py │ ├── Tutorial.py │ └── __init__.py ├── Stream.py ├── Tracking │ ├── CAMShiftTracker.py │ ├── LKTracker.py │ ├── MFTracker.py │ ├── SURFTracker.py │ ├── TrackClass.py │ ├── TrackSet.py │ └── __init__.py ├── __init__.py ├── base.py ├── examples │ ├── arduino │ │ └── CannyStream-arduino.py │ ├── detection │ │ ├── CannyCam.py │ │ ├── CoinDetector.py │ │ ├── ColorSegmentation.py │ │ ├── EdgeSnap.py │ │ ├── FeatureDetection.py │ │ ├── FisherFaceRecognizer.py │ │ ├── Least-Squares-Circle.py │ │ ├── MOGSegmentation.py │ │ ├── MotionTracker.py │ │ ├── TemplateMatching.py │ │ ├── TrainFacialRecognition.py │ │ ├── balltrack.py │ │ ├── barcode_reader.py │ │ ├── dealwithit.py │ │ ├── diffsegmentation.pkl │ │ ├── face-substition.py │ │ ├── facetrack.py │ │ ├── optical_flow.py │ │ ├── pills.py │ │ └── x-ray.py │ ├── display │ │ ├── RenderExample.py │ │ ├── gtk-example-camera.py │ │ ├── gtk-example.py │ │ ├── qt-example.py │ │ ├── simplecam.py │ │ ├── tkinter-example.py │ │ └── videowriter.py │ ├── kinect │ │ ├── kinect-coloring.py │ │ ├── kinect-depthinedges.py │ │ ├── kinect-motion-blur.py │ │ └── kinect-motion.py │ ├── machine-learning │ │ ├── color_cluster.py │ │ └── machine-learning_nuts-vs-bolts.py │ ├── manipulation │ │ ├── GreenScreen.py │ │ ├── ImageMotionBlur.py │ │ ├── MorphologyExample.py │ │ ├── Partycam.py │ │ ├── RotationExample.py │ │ ├── colorsegmentation.py │ │ ├── mirror.py │ │ ├── motionblur.py │ │ ├── mustachinator.py │ │ ├── threedee.py │ │ └── tvexample.py │ ├── tracking │ │ ├── camshift.py │ │ ├── lk.py │ │ ├── mftrack.py │ │ └── surftest.py │ ├── util │ │ ├── CaptureEncodeUpload.py │ │ └── ColorCube.py │ └── web-based │ │ ├── cloudanimator │ │ ├── cloudanimator.py │ │ ├── images2gif.py │ │ ├── index.html │ │ ├── jquery.min.js │ │ ├── simplecv_logo.png │ │ ├── simplecv_logo_sm.png │ │ ├── webcam.js │ │ └── webcam.swf │ │ ├── cloudcam │ │ ├── cloudcam.py │ │ ├── index.html │ │ ├── webcam.js │ │ └── webcam.swf │ │ └── webdisplay │ │ ├── flask-server.py │ │ ├── static │ │ ├── js │ │ │ ├── jquery-ui.min.js │ │ │ ├── jquery.min.js │ │ │ └── simplecv.js │ │ └── style.css │ │ ├── templates │ │ └── index.html │ │ └── webkit-gtk.py ├── fonts │ ├── astloch │ │ ├── astloch.ttf │ │ └── ofl.txt │ ├── carter_one │ │ ├── carter_one.ttf │ │ └── ofl.txt │ ├── kranky │ │ ├── LICENSE.txt │ │ └── kranky.ttf │ ├── la_belle_aurore │ │ ├── OFL.txt │ │ └── la_belle_aurore.ttf │ ├── monofett │ │ ├── OFL.txt │ │ └── monofett.ttf │ ├── reenie_beanie │ │ └── reenie_beanie.ttf │ ├── shadows_into_light │ │ ├── OFL.txt │ │ └── shadows_into_light.ttf │ ├── special_elite │ │ ├── LICENSE.txt │ │ └── special_elite.ttf │ ├── ubuntu │ │ └── ubuntu.ttf │ ├── unifrakturmaguntia │ │ └── unifrakturmaguntia-book.ttf │ ├── vt323 │ │ ├── OFL.txt │ │ └── vt323.ttf │ ├── wallpoet │ │ ├── OFL.txt │ │ └── wallpoet.ttf │ └── wire_one │ │ ├── OFL.txt │ │ └── wire_one.ttf ├── sampleimages │ ├── 04000.jpg │ ├── 040000.jpg │ ├── 040001.jpg │ ├── 040002.jpg │ ├── 040003.jpg │ ├── 040004.jpg │ ├── 040005.jpg │ ├── 040006.jpg │ ├── 040007.jpg │ ├── 040008.jpg │ ├── 04001.jpg │ ├── 9dots4lines copy.png │ ├── 9dots4lines.png │ ├── BadWB2.jpg │ ├── CalibImage0.png │ ├── CalibImage1.png │ ├── CalibImage2.png │ ├── CalibImage3.png │ ├── CalibImage4.png │ ├── CalibImage5.png │ ├── CalibImage6.png │ ├── CalibImage7.png │ ├── CalibImage8.png │ ├── CalibImage9.png │ ├── EdgeTest1.png │ ├── EdgeTest2.png │ ├── EdgeTest3.png │ ├── GreenMaskSource.png │ ├── Hough_lines.jpg │ ├── InstaSham.png │ ├── KeypointMatch1.png │ ├── KeypointMatch10.png │ ├── KeypointMatch2.png │ ├── KeypointMatch3.png │ ├── KeypointMatch4.png │ ├── KeypointMatch5.png │ ├── KeypointMatch6.png │ ├── KeypointMatch7.png │ ├── KeypointMatch8.png │ ├── KeypointMatch9.png │ ├── KeypointTemplate.png │ ├── KeypointTemplate2.png │ ├── LyleJune1973.png │ ├── OWS.jpg │ ├── RatAlphaMask.png │ ├── RatBottom.png │ ├── RatMask.png │ ├── RatTop.png │ ├── RedDog1.jpg │ ├── RedDog2.jpg │ ├── RedDogFlt.png │ ├── StoreFront.jpg │ ├── The1970s.jpg │ ├── The1970s.png │ ├── The1970s50.jpg │ ├── The1970s90.jpg │ ├── aerospace.jpg │ ├── ball.mov │ ├── barcode.png │ ├── black.png │ ├── blobsegfaultimage.png │ ├── blockhead.png │ ├── bolt.png │ ├── building.jpg │ ├── cam.jpg │ ├── cat.jpg │ ├── chull.png │ ├── circles.png │ ├── coins.jpg │ ├── color.jpg │ ├── deal_with_it.png │ ├── derp.png │ ├── family_watching_television_1958.jpg │ ├── ff1.jpg │ ├── ff2.jpg │ ├── ff3.jpg │ ├── ff4.jpg │ ├── ff5.jpg │ ├── fi1.jpg │ ├── fi2.jpg │ ├── fi3.jpg │ ├── fi4.jpg │ ├── flow1.png │ ├── flow2.png │ ├── flow_simple1.png │ ├── flow_simple2.png │ ├── fm1.jpg │ ├── fm2.jpg │ ├── fm3.jpg │ ├── fm4.jpg │ ├── fm5.jpg │ ├── greenscreen.png │ ├── greyscale.jpg │ ├── hardblob.png │ ├── icecave.png │ ├── justapixel.png │ ├── kptest0.png │ ├── kptest1.png │ ├── kptest2.png │ ├── lenna.png │ ├── logo.png │ ├── lsq.png │ ├── mtest.png │ ├── ocr-test.png │ ├── orson_welles.jpg │ ├── pills.png │ ├── polaroid.jpg │ ├── rotation.jpg │ ├── rotation2.png │ ├── shapes.png │ ├── simplecv.png │ ├── simplecv.webp │ ├── simplecv_inverted.png │ ├── simplecv_logo_minimal.png │ ├── spatial_relationships.png │ ├── stache.png │ ├── statue_liberty.jpg │ ├── stereo1_left.png │ ├── stereo1_real_left.png │ ├── stereo1_real_right.png │ ├── stereo1_right.png │ ├── stereo2_left.png │ ├── stereo2_real_left.png │ ├── stereo2_real_right.png │ ├── stereo2_right.png │ ├── stereo3_real_left.png │ ├── stereo3_real_right.png │ ├── template.png │ ├── templatetest.png │ ├── test.png │ ├── test_load_gif.gif │ ├── tracktest0.jpg │ ├── tracktest1.jpg │ ├── tracktest2.jpg │ ├── tracktest3.jpg │ ├── tracktest4.jpg │ ├── tracktest5.jpg │ ├── tracktest6.jpg │ ├── tracktest7.jpg │ ├── tracktest8.jpg │ ├── tracktest9.jpg │ ├── troll_face.png │ ├── twoblobs.png │ ├── vignette.png │ ├── white.png │ └── wshed.jpg ├── tests │ ├── README │ ├── ShapeContext │ │ ├── test_c.py │ │ ├── test_multi.py │ │ └── test_sc.py │ ├── StereoVision │ │ ├── DefaultDistortion.xml │ │ ├── DefaultIntrinsic.xml │ │ ├── StereoCM1.txt │ │ ├── StereoCM2.txt │ │ ├── StereoD1.txt │ │ ├── StereoD2.txt │ │ ├── StereoE.txt │ │ ├── StereoF.txt │ │ ├── StereoR.txt │ │ ├── StereoT.txt │ │ ├── TestCalibrationDistortion.xml │ │ └── TestCalibrationIntrinsic.xml │ ├── YCrCbtests.py │ ├── __init__.py │ ├── standard │ │ ├── test_BlobMinRect0.jpg │ │ ├── test_BlobRect0.jpg │ │ ├── test_DFT_butterworth0.jpg │ │ ├── test_DFT_butterworth1.jpg │ │ ├── test_DFT_butterworth2.jpg │ │ ├── test_DFT_butterworth3.jpg │ │ ├── test_DFT_gaussian0.jpg │ │ ├── test_DFT_gaussian1.jpg │ │ ├── test_DFT_gaussian2.jpg │ │ ├── test_DFT_gaussian3.jpg │ │ ├── test_DFT_highpass0.jpg │ │ ├── test_DFT_highpass1.jpg │ │ ├── test_DFT_lowpass0.jpg │ │ ├── test_DFT_lowpass1.jpg │ │ ├── test_DFT_notch0.jpg │ │ ├── test_DFT_notch1.jpg │ │ ├── test_DFT_notch2.jpg │ │ ├── test_DFT_notch3.jpg │ │ ├── test_HighPassFilter0.jpg │ │ ├── test_HighPassFilter1.jpg │ │ ├── test_HighPassFilter2.jpg │ │ ├── test_HighPassFilter3.jpg │ │ ├── test_HighPassFilter4.jpg │ │ ├── test_HighPassFilter5.jpg │ │ ├── test_LowPassFilter0.jpg │ │ ├── test_LowPassFilter1.jpg │ │ ├── test_LowPassFilter2.jpg │ │ ├── test_LowPassFilter3.jpg │ │ ├── test_LowPassFilter4.jpg │ │ ├── test_LowPassFilter5.jpg │ │ ├── test_applyBinaryMask0.jpg │ │ ├── test_applyBinaryMask1.jpg │ │ ├── test_applyDFTFilter0.jpg │ │ ├── test_applyDFTFilter1.jpg │ │ ├── test_applyPixelFunc0.jpg │ │ ├── test_applySideBySide0.jpg │ │ ├── test_applySideBySide1.jpg │ │ ├── test_applySideBySide10.jpg │ │ ├── test_applySideBySide11.jpg │ │ ├── test_applySideBySide12.jpg │ │ ├── test_applySideBySide13.jpg │ │ ├── test_applySideBySide14.jpg │ │ ├── test_applySideBySide15.jpg │ │ ├── test_applySideBySide2.jpg │ │ ├── test_applySideBySide3.jpg │ │ ├── test_applySideBySide4.jpg │ │ ├── test_applySideBySide5.jpg │ │ ├── test_applySideBySide6.jpg │ │ ├── test_applySideBySide7.jpg │ │ ├── test_applySideBySide8.jpg │ │ ├── test_applySideBySide9.jpg │ │ ├── test_bandPassFilter0.jpg │ │ ├── test_bandPassFilter1.jpg │ │ ├── test_bandPassFilter2.jpg │ │ ├── test_bandPassFilter3.jpg │ │ ├── test_bandPassFilter4.jpg │ │ ├── test_bandPassFilter5.jpg │ │ ├── test_biblical_flood_fill0.jpg │ │ ├── test_blit_alpha0.jpg │ │ ├── test_blit_alpha1.jpg │ │ ├── test_blit_alpha2.jpg │ │ ├── test_blit_alpha3.jpg │ │ ├── test_blit_alpha4.jpg │ │ ├── test_blit_alpha_mask0.jpg │ │ ├── test_blit_alpha_mask1.jpg │ │ ├── test_blit_alpha_mask2.jpg │ │ ├── test_blit_alpha_mask3.jpg │ │ ├── test_blit_alpha_mask4.jpg │ │ ├── test_blit_mask0.jpg │ │ ├── test_blit_mask1.jpg │ │ ├── test_blit_mask2.jpg │ │ ├── test_blit_mask3.jpg │ │ ├── test_blit_mask4.jpg │ │ ├── test_blit_regular0.jpg │ │ ├── test_blit_regular1.jpg │ │ ├── test_blit_regular2.jpg │ │ ├── test_blit_regular3.jpg │ │ ├── test_blit_regular4.jpg │ │ ├── test_blob_holes0.jpg │ │ ├── test_blob_render0.jpg │ │ ├── test_camera_undistort0.jpg │ │ ├── test_color_colormap_build0.jpg │ │ ├── test_color_colormap_build1.jpg │ │ ├── test_color_colormap_build2.jpg │ │ ├── test_color_colormap_build3.jpg │ │ ├── test_color_colormap_build4.jpg │ │ ├── test_color_conversion_func_BGR0.jpg │ │ ├── test_color_conversion_func_BGR1.jpg │ │ ├── test_color_conversion_func_BGR2.jpg │ │ ├── test_color_conversion_func_BGR3.jpg │ │ ├── test_color_conversion_func_BGR4.jpg │ │ ├── test_color_conversion_func_BGR5.jpg │ │ ├── test_color_conversion_func_BGR6.jpg │ │ ├── test_color_conversion_func_BGR7.jpg │ │ ├── test_color_conversion_func_BGR8.jpg │ │ ├── test_color_conversion_func_BGR9.jpg │ │ ├── test_color_conversion_func_HLS0.jpg │ │ ├── test_color_conversion_func_HLS1.jpg │ │ ├── test_color_conversion_func_HLS2.jpg │ │ ├── test_color_conversion_func_HLS3.jpg │ │ ├── test_color_conversion_func_HLS4.jpg │ │ ├── test_color_conversion_func_HLS5.jpg │ │ ├── test_color_conversion_func_HSV0.jpg │ │ ├── test_color_conversion_func_HSV1.jpg │ │ ├── test_color_conversion_func_HSV2.jpg │ │ ├── test_color_conversion_func_HSV3.jpg │ │ ├── test_color_conversion_func_HSV4.jpg │ │ ├── test_color_conversion_func_HSV5.jpg │ │ ├── test_color_conversion_func_XYZ0.jpg │ │ ├── test_color_conversion_func_XYZ1.jpg │ │ ├── test_color_conversion_func_XYZ2.jpg │ │ ├── test_color_conversion_func_XYZ3.jpg │ │ ├── test_color_conversion_func_XYZ4.jpg │ │ ├── test_color_conversion_func_XYZ5.jpg │ │ ├── test_color_curve_GRAY0.jpg │ │ ├── test_color_curve_HLS0.jpg │ │ ├── test_color_curve_HLS1.jpg │ │ ├── test_color_curve_RGB0.jpg │ │ ├── test_color_curve_RGB1.jpg │ │ ├── test_color_map0.jpg │ │ ├── test_createAlphaMask0.jpg │ │ ├── test_createAlphaMask1.jpg │ │ ├── test_createAlphaMask2.jpg │ │ ├── test_createBinaryMask0.jpg │ │ ├── test_createBinaryMask1.jpg │ │ ├── test_createBinaryMask2.jpg │ │ ├── test_detection_blobs0.jpg │ │ ├── test_detection_blobs_adaptive0.jpg │ │ ├── test_detection_blobs_appx0.jpg │ │ ├── test_detection_blobs_appx1.jpg │ │ ├── test_detection_blobs_lazy0.jpg │ │ ├── test_detection_blobs_lazy1.jpg │ │ ├── test_detection_blobs_lazy2.jpg │ │ ├── test_detection_blobs_lazy3.jpg │ │ ├── test_detection_blobs_lazy4.jpg │ │ ├── test_detection_blobs_lazy5.jpg │ │ ├── test_detection_blobs_lazy6.jpg │ │ ├── test_detection_blobs_lazy7.jpg │ │ ├── test_detection_findCorners0.jpg │ │ ├── test_detection_lines0.jpg │ │ ├── test_detection_lines_standard0.jpg │ │ ├── test_drawRectangle0.jpg │ │ ├── test_draw_keypoint_matches0.jpg │ │ ├── test_edgeSnap0.jpg │ │ ├── test_embiggen0.jpg │ │ ├── test_embiggen1.jpg │ │ ├── test_embiggen2.jpg │ │ ├── test_embiggen3.jpg │ │ ├── test_embiggen4.jpg │ │ ├── test_embiggen5.jpg │ │ ├── test_embiggen6.jpg │ │ ├── test_embiggen7.jpg │ │ ├── test_embiggen8.jpg │ │ ├── test_embiggen9.jpg │ │ ├── test_feature_angles0.jpg │ │ ├── test_feature_angles1.jpg │ │ ├── test_feature_angles2.jpg │ │ ├── test_feature_angles_rotate0.jpg │ │ ├── test_feature_angles_rotate1.jpg │ │ ├── test_feature_angles_rotate10.jpg │ │ ├── test_feature_angles_rotate11.jpg │ │ ├── test_feature_angles_rotate12.jpg │ │ ├── test_feature_angles_rotate13.jpg │ │ ├── test_feature_angles_rotate14.jpg │ │ ├── test_feature_angles_rotate15.jpg │ │ ├── test_feature_angles_rotate16.jpg │ │ ├── test_feature_angles_rotate17.jpg │ │ ├── test_feature_angles_rotate18.jpg │ │ ├── test_feature_angles_rotate19.jpg │ │ ├── test_feature_angles_rotate2.jpg │ │ ├── test_feature_angles_rotate20.jpg │ │ ├── test_feature_angles_rotate21.jpg │ │ ├── test_feature_angles_rotate22.jpg │ │ ├── test_feature_angles_rotate23.jpg │ │ ├── test_feature_angles_rotate24.jpg │ │ ├── test_feature_angles_rotate25.jpg │ │ ├── test_feature_angles_rotate3.jpg │ │ ├── test_feature_angles_rotate4.jpg │ │ ├── test_feature_angles_rotate5.jpg │ │ ├── test_feature_angles_rotate6.jpg │ │ ├── test_feature_angles_rotate7.jpg │ │ ├── test_feature_angles_rotate8.jpg │ │ ├── test_feature_angles_rotate9.jpg │ │ ├── test_findBlobsFromMask0.jpg │ │ ├── test_findHaarFeatures0.jpg │ │ ├── test_findKeypoints0.jpg │ │ ├── test_find_keypoint_match0.jpg │ │ ├── test_find_keypoint_match1.jpg │ │ ├── test_find_keypoint_match2.jpg │ │ ├── test_find_keypoint_match3.jpg │ │ ├── test_flood_fill_to_mask0.jpg │ │ ├── test_flood_fill_to_mask1.jpg │ │ ├── test_flood_fill_to_mask2.jpg │ │ ├── test_getDFTLogMagnitude0.jpg │ │ ├── test_getDFTLogMagnitude1.jpg │ │ ├── test_hough_circle0.jpg │ │ ├── test_hough_circle1.jpg │ │ ├── test_hough_circle2.jpg │ │ ├── test_image_affine0.jpg │ │ ├── test_image_affine1.jpg │ │ ├── test_image_and0.jpg │ │ ├── test_image_binarize0.jpg │ │ ├── test_image_binarize1.jpg │ │ ├── test_image_binarize_adaptive0.jpg │ │ ├── test_image_bitmap0.jpg │ │ ├── test_image_bitmap1.jpg │ │ ├── test_image_convolve0.jpg │ │ ├── test_image_copy0.jpg │ │ ├── test_image_crop0.jpg │ │ ├── test_image_crop1.jpg │ │ ├── test_image_crop2.jpg │ │ ├── test_image_dilate0.jpg │ │ ├── test_image_divide0.jpg │ │ ├── test_image_draw0.jpg │ │ ├── test_image_draw1.jpg │ │ ├── test_image_drawing0.jpg │ │ ├── test_image_erode0.jpg │ │ ├── test_image_gammaCorrect0.jpg │ │ ├── test_image_gammaCorrect1.jpg │ │ ├── test_image_grid0.jpg │ │ ├── test_image_grid1.jpg │ │ ├── test_image_grid2.jpg │ │ ├── test_image_gridLines0.jpg │ │ ├── test_image_histBackProj0.jpg │ │ ├── test_image_histBackProj1.jpg │ │ ├── test_image_histBackProj2.jpg │ │ ├── test_image_invert0.jpg │ │ ├── test_image_morph_close0.jpg │ │ ├── test_image_morph_grad0.jpg │ │ ├── test_image_morph_open0.jpg │ │ ├── test_image_negative0.jpg │ │ ├── test_image_new_crop0.jpg │ │ ├── test_image_new_crop1.jpg │ │ ├── test_image_new_crop2.jpg │ │ ├── test_image_new_crop3.jpg │ │ ├── test_image_new_smooth0.jpg │ │ ├── test_image_new_smooth1.jpg │ │ ├── test_image_new_smooth10.jpg │ │ ├── test_image_new_smooth11.jpg │ │ ├── test_image_new_smooth2.jpg │ │ ├── test_image_new_smooth3.jpg │ │ ├── test_image_new_smooth4.jpg │ │ ├── test_image_new_smooth5.jpg │ │ ├── test_image_new_smooth6.jpg │ │ ├── test_image_new_smooth7.jpg │ │ ├── test_image_new_smooth8.jpg │ │ ├── test_image_new_smooth9.jpg │ │ ├── test_image_normalize0.jpg │ │ ├── test_image_normalize1.jpg │ │ ├── test_image_or0.jpg │ │ ├── test_image_perspective0.jpg │ │ ├── test_image_perspective1.jpg │ │ ├── test_image_region_select0.jpg │ │ ├── test_image_rotate_fixed0.jpg │ │ ├── test_image_rotate_fixed1.jpg │ │ ├── test_image_rotate_fixed2.jpg │ │ ├── test_image_rotate_fixed3.jpg │ │ ├── test_image_rotate_fixed4.jpg │ │ ├── test_image_rotate_full0.jpg │ │ ├── test_image_scale0.jpg │ │ ├── test_image_set_average0.jpg │ │ ├── test_image_setitem0.jpg │ │ ├── test_image_setslice0.jpg │ │ ├── test_image_shear_warp0.jpg │ │ ├── test_image_shear_warp1.jpg │ │ ├── test_image_smooth0.jpg │ │ ├── test_image_smooth1.jpg │ │ ├── test_image_smooth2.jpg │ │ ├── test_image_smooth3.jpg │ │ ├── test_image_smooth4.jpg │ │ ├── test_image_smooth5.jpg │ │ ├── test_image_smooth6.jpg │ │ ├── test_image_smooth7.jpg │ │ ├── test_image_smooth8.jpg │ │ ├── test_image_splitchannels0.jpg │ │ ├── test_image_splitchannels1.jpg │ │ ├── test_image_splitchannels2.jpg │ │ ├── test_image_splitchannels3.jpg │ │ ├── test_image_splitchannels4.jpg │ │ ├── test_image_splitchannels5.jpg │ │ ├── test_image_subtract0.jpg │ │ ├── test_keypoint_extraction0.jpg │ │ ├── test_keypoint_extraction1.jpg │ │ ├── test_keypoint_extraction2.jpg │ │ ├── test_lineCrop0.jpg │ │ ├── test_lineCrop1.jpg │ │ ├── test_lineCrop2.jpg │ │ ├── test_lineCrop3.jpg │ │ ├── test_minrect_blobs0.jpg │ │ ├── test_minrect_blobs1.jpg │ │ ├── test_minrect_blobs10.jpg │ │ ├── test_minrect_blobs11.jpg │ │ ├── test_minrect_blobs12.jpg │ │ ├── test_minrect_blobs13.jpg │ │ ├── test_minrect_blobs14.jpg │ │ ├── test_minrect_blobs15.jpg │ │ ├── test_minrect_blobs16.jpg │ │ ├── test_minrect_blobs17.jpg │ │ ├── test_minrect_blobs18.jpg │ │ ├── test_minrect_blobs19.jpg │ │ ├── test_minrect_blobs2.jpg │ │ ├── test_minrect_blobs3.jpg │ │ ├── test_minrect_blobs4.jpg │ │ ├── test_minrect_blobs5.jpg │ │ ├── test_minrect_blobs6.jpg │ │ ├── test_minrect_blobs7.jpg │ │ ├── test_minrect_blobs8.jpg │ │ ├── test_minrect_blobs9.jpg │ │ ├── test_movement_feature0.jpg │ │ ├── test_movement_feature1.jpg │ │ ├── test_movement_feature2.jpg │ │ ├── test_onEdge_Features0.jpg │ │ ├── test_onEdge_Features1.jpg │ │ ├── test_onEdge_Features2.jpg │ │ ├── test_onEdge_Features3.jpg │ │ ├── test_onEdge_Features4.jpg │ │ ├── test_pixelize0.jpg │ │ ├── test_pixelize1.jpg │ │ ├── test_pixelize2.jpg │ │ ├── test_pixelize3.jpg │ │ ├── test_pixelize4.jpg │ │ ├── test_pixelize5.jpg │ │ ├── test_pixelize6.jpg │ │ ├── test_pixelize7.jpg │ │ ├── test_point_intersection0.jpg │ │ ├── test_resize0.jpg │ │ ├── test_resize1.jpg │ │ ├── test_resize2.jpg │ │ ├── test_skelotinze0.jpg │ │ ├── test_skelotinze1.jpg │ │ ├── test_skintone0.jpg │ │ ├── test_skintone1.jpg │ │ ├── test_skintone2.jpg │ │ ├── test_skintone3.jpg │ │ ├── test_skintone4.jpg │ │ ├── test_skintone5.jpg │ │ ├── test_skintone6.jpg │ │ ├── test_skintone7.jpg │ │ ├── test_smartFindBlobs0.jpg │ │ ├── test_smartFindBlobs1.jpg │ │ ├── test_smartThreshold0.jpg │ │ ├── test_smartThreshold1.jpg │ │ ├── test_sobel0.jpg │ │ ├── test_stretch0.jpg │ │ ├── test_template_match0.jpg │ │ ├── test_tvDenoising0.jpg │ │ ├── test_tvDenoising1.jpg │ │ ├── test_tvDenoising2.jpg │ │ ├── test_tvDenoising3.jpg │ │ ├── test_watershed0.jpg │ │ ├── test_watershed1.jpg │ │ ├── test_watershed2.jpg │ │ ├── test_watershed3.jpg │ │ ├── test_whiteBalance0.jpg │ │ ├── test_whiteBalance1.jpg │ │ └── vc.jpg │ ├── test_cameras.py │ ├── test_display.py │ ├── test_haar_cascade.py │ ├── test_optional.py │ ├── test_stereovision.py │ ├── test_vimba.py │ ├── test_vimba_async.py │ ├── test_vimba_manyshots.py │ ├── tests.py │ └── vcamera_tests.py └── tools │ ├── Calibrate.py │ ├── Grid5x8.pdf │ └── HOWTO-CameraCalibration.pdf ├── doc ├── CheatSheet │ ├── ReadMe │ ├── cheatsheet.pdf │ └── cheatsheet.tex ├── HOWTO-Install on BeagleBone.rst ├── HOWTO-Install on RaspberryPi.rst ├── HOWTO-RELEASE.txt ├── How to setup virtual environment for SimpleCV.rst ├── Makefile ├── README ├── SimpleCV.Camera.rst ├── SimpleCV.Color.rst ├── SimpleCV.ColorModel.rst ├── SimpleCV.DFT.rst ├── SimpleCV.Display.rst ├── SimpleCV.DrawingLayer.rst ├── SimpleCV.Features.BOFFeatureExtractor.rst ├── SimpleCV.Features.Blob.rst ├── SimpleCV.Features.BlobMaker.rst ├── SimpleCV.Features.Detection.rst ├── SimpleCV.Features.EdgeHistogramFeatureExtractor.rst ├── SimpleCV.Features.FaceRecognizer.rst ├── SimpleCV.Features.FeatureExtractorBase.rst ├── SimpleCV.Features.FeatureUtils.rst ├── SimpleCV.Features.Features.rst ├── SimpleCV.Features.HaarCascade.rst ├── SimpleCV.Features.HaarLikeFeature.rst ├── SimpleCV.Features.HaarLikeFeatureExtractor.rst ├── SimpleCV.Features.HueHistogramFeatureExtractor.rst ├── SimpleCV.Features.MorphologyFeatureExtractor.rst ├── SimpleCV.Features.rst ├── SimpleCV.Font.rst ├── SimpleCV.ImageClass.rst ├── SimpleCV.LineScan.rst ├── SimpleCV.MachineLearning.ConfusionMatrix.rst ├── SimpleCV.MachineLearning.KNNClassifier.rst ├── SimpleCV.MachineLearning.NaiveBayesClassifier.rst ├── SimpleCV.MachineLearning.SVMClassifier.rst ├── SimpleCV.MachineLearning.ShapeContextClassifier.rst ├── SimpleCV.MachineLearning.TemporalColorTracker.rst ├── SimpleCV.MachineLearning.TreeClassifier.rst ├── SimpleCV.MachineLearning.TurkingModule.rst ├── SimpleCV.MachineLearning.rst ├── SimpleCV.Segmentation.ColorSegmentation.rst ├── SimpleCV.Segmentation.DiffSegmentation.rst ├── SimpleCV.Segmentation.MOGSegmentation.rst ├── SimpleCV.Segmentation.RunningSegmentation.rst ├── SimpleCV.Segmentation.SegmentationBase.rst ├── SimpleCV.Segmentation.rst ├── SimpleCV.Stream.rst ├── SimpleCV.Tracking.CAMShiftTracker.rst ├── SimpleCV.Tracking.LKTracker.rst ├── SimpleCV.Tracking.MFTracker.rst ├── SimpleCV.Tracking.SURFTracker.rst ├── SimpleCV.Tracking.TrackClass.rst ├── SimpleCV.Tracking.TrackSet.rst ├── SimpleCV.Tracking.rst ├── SimpleCV.base.rst ├── SimpleCV.rst ├── _static │ ├── css │ │ ├── style.css │ │ └── style.css.old │ ├── images │ │ ├── .gitignore │ │ ├── accordion-off.png │ │ ├── accordion-on.png │ │ ├── bg_fade.png │ │ ├── book.gif │ │ ├── book.png │ │ ├── book │ │ │ ├── book_cover_med.jpg │ │ │ ├── book_cover_orig.jpg │ │ │ ├── ch01-bolt.png │ │ │ └── ch01-system.png │ │ ├── bullet.gif │ │ ├── callout-box-background.gif │ │ ├── download-button.png │ │ ├── download-small.png │ │ ├── facebook_blue.gif │ │ ├── footer-background.jpg │ │ ├── gears.png │ │ ├── github_grey.gif │ │ ├── google_red.gif │ │ ├── header-background.jpg │ │ ├── home-accordion-background.jpg │ │ ├── home-icon-over.jpg │ │ ├── home-icon.jpg │ │ ├── hr_gray_side.jpg │ │ ├── icon_contribute.png │ │ ├── icon_download.png │ │ ├── icon_getstarted.png │ │ ├── logo.gif │ │ ├── logo_black.gif │ │ ├── logo_blue.gif │ │ ├── menu2-hover.gif │ │ ├── menu2-top.gif │ │ ├── navigation_buttons.png │ │ ├── not_for_site │ │ │ ├── facebook.gif │ │ │ ├── github_black.gif │ │ │ ├── google.gif │ │ │ ├── home-accordion-background_mod.jpg │ │ │ ├── logo2.gif │ │ │ └── twitter.gif │ │ ├── octocat.png │ │ ├── people.png │ │ ├── robot.png │ │ ├── search.gif │ │ ├── simplecv_logo.png │ │ ├── tutorials │ │ │ ├── lenna-blobs.png │ │ │ ├── lenna-colorblobs.png │ │ │ ├── lenna.png │ │ │ ├── simplecv-logo.png │ │ │ └── simplecv-shell.png │ │ ├── twitter_blue.gif │ │ └── videos.png │ └── js │ │ ├── backbone-min.js │ │ ├── libs │ │ ├── jquery-1.7.1.js │ │ ├── jquery-1.7.1.min.js │ │ ├── jquery-ui-1.8.21.custom.min.js │ │ ├── jquery.multi-accordion-1.5.3.js │ │ └── modernizr-2.5.0.min.js │ │ ├── masonry.min.js │ │ ├── plugins.js │ │ ├── script.js │ │ ├── script_files │ │ └── indicator.html │ │ └── underscore-min.js ├── conf.py ├── index.rst ├── make.bat ├── sightmachine │ ├── css │ │ └── style.css │ ├── domainindex.html │ ├── favicon.ico │ ├── genindex.html │ ├── images │ │ ├── .gitignore │ │ ├── accordion-off.png │ │ ├── accordion-on.png │ │ ├── bg_fade.png │ │ ├── book.gif │ │ ├── book.png │ │ ├── book │ │ │ ├── book_cover_med.jpg │ │ │ ├── book_cover_orig.jpg │ │ │ ├── ch01-bolt.png │ │ │ └── ch01-system.png │ │ ├── bullet.gif │ │ ├── callout-box-background.gif │ │ ├── download-button.png │ │ ├── download-small.png │ │ ├── facebook_blue.gif │ │ ├── footer-background.jpg │ │ ├── gears.png │ │ ├── github_grey.gif │ │ ├── google_red.gif │ │ ├── header-background.jpg │ │ ├── home-accordion-background.jpg │ │ ├── home-icon-over.jpg │ │ ├── home-icon.jpg │ │ ├── hr_gray_side.jpg │ │ ├── icon_contribute.png │ │ ├── icon_download.png │ │ ├── icon_getstarted.png │ │ ├── logo.gif │ │ ├── logo_black.gif │ │ ├── logo_blue.gif │ │ ├── menu2-hover.gif │ │ ├── menu2-top.gif │ │ ├── navigation_buttons.png │ │ ├── not_for_site │ │ │ ├── facebook.gif │ │ │ ├── github_black.gif │ │ │ ├── google.gif │ │ │ ├── home-accordion-background_mod.jpg │ │ │ ├── logo2.gif │ │ │ └── twitter.gif │ │ ├── octocat.png │ │ ├── people.png │ │ ├── robot.png │ │ ├── search.gif │ │ ├── simplecv_logo.png │ │ ├── tutorials │ │ │ ├── lenna-blobs.png │ │ │ ├── lenna-colorblobs.png │ │ │ ├── lenna.png │ │ │ ├── simplecv-logo.png │ │ │ └── simplecv-shell.png │ │ ├── twitter_blue.gif │ │ └── videos.png │ ├── js │ │ ├── backbone-min.js │ │ ├── libs │ │ │ ├── jquery-1.7.1.js │ │ │ ├── jquery-1.7.1.min.js │ │ │ ├── jquery-ui-1.8.21.custom.min.js │ │ │ ├── jquery.multi-accordion-1.5.3.js │ │ │ └── modernizr-2.5.0.min.js │ │ ├── masonry.min.js │ │ ├── plugins.js │ │ ├── script.js │ │ └── underscore-min.js │ ├── layout.html │ ├── page.html │ ├── search.html │ ├── simplecv_site.css │ └── theme.conf └── simplecv.png ├── requirements.txt ├── scripts ├── install │ ├── README │ ├── mac │ │ ├── backup_local.sh │ │ ├── build_instructions.txt │ │ ├── build_pkg.pl │ │ ├── findmods.py │ │ └── superpack_10.6_2011.05.28-ipython10.sh │ ├── ubuntu │ │ ├── README │ │ ├── opencv-install.sh │ │ ├── opencv2_4_2_install.sh │ │ ├── simplecv-install.sh │ │ └── stdeb.cfg │ └── win │ │ ├── Building_The_Installer.rst │ │ ├── EnvVarUpdate.nsh │ │ ├── OpenKinect.exe │ │ ├── OpenKinect │ │ ├── README.txt │ │ ├── drivers │ │ │ ├── xbox nui audio │ │ │ │ ├── Xbox_NUI_Audio.cat │ │ │ │ ├── Xbox_NUI_Audio.inf │ │ │ │ ├── amd64 │ │ │ │ │ ├── libusb0.dll │ │ │ │ │ └── libusb0.sys │ │ │ │ ├── ia64 │ │ │ │ │ ├── libusb0.dll │ │ │ │ │ └── libusb0.sys │ │ │ │ ├── libusb-win32-bin-README.txt │ │ │ │ ├── license │ │ │ │ │ └── libusb-win32 │ │ │ │ │ │ └── installer_license.txt │ │ │ │ └── x86 │ │ │ │ │ ├── libusb0.sys │ │ │ │ │ └── libusb0_x86.dll │ │ │ ├── xbox nui camera │ │ │ │ ├── Xbox_NUI_Camera.cat │ │ │ │ ├── Xbox_NUI_Camera.inf │ │ │ │ ├── amd64 │ │ │ │ │ ├── libusb0.dll │ │ │ │ │ └── libusb0.sys │ │ │ │ ├── ia64 │ │ │ │ │ ├── libusb0.dll │ │ │ │ │ └── libusb0.sys │ │ │ │ ├── libusb-win32-bin-README.txt │ │ │ │ ├── license │ │ │ │ │ └── libusb-win32 │ │ │ │ │ │ └── installer_license.txt │ │ │ │ └── x86 │ │ │ │ │ ├── libusb0.sys │ │ │ │ │ └── libusb0_x86.dll │ │ │ └── xbox nui motor │ │ │ │ ├── Xbox_NUI_Motor.cat │ │ │ │ ├── Xbox_NUI_Motor.inf │ │ │ │ ├── amd64 │ │ │ │ ├── libusb0.dll │ │ │ │ └── libusb0.sys │ │ │ │ ├── ia64 │ │ │ │ ├── libusb0.dll │ │ │ │ └── libusb0.sys │ │ │ │ ├── libusb-win32-bin-README.txt │ │ │ │ ├── license │ │ │ │ └── libusb-win32 │ │ │ │ │ └── installer_license.txt │ │ │ │ └── x86 │ │ │ │ ├── libusb0.sys │ │ │ │ └── libusb0_x86.dll │ │ ├── freenect-examples │ │ │ ├── demo_cv_async.py │ │ │ ├── demo_cv_sync.py │ │ │ ├── demo_cv_sync_multi.py │ │ │ ├── demo_cv_thresh_sweep.py │ │ │ ├── demo_cv_threshold.py │ │ │ ├── demo_mp_async.py │ │ │ ├── demo_mp_sync.py │ │ │ ├── demo_tilt.py │ │ │ ├── frame_convert.py │ │ │ └── setup.py │ │ └── precompiled │ │ │ ├── __init__.py │ │ │ ├── freenect.dll │ │ │ ├── freenect.pyd │ │ │ ├── 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