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getting-started-with-opencv's Introduction

Getting-started-with-OpenCV

Automatic License Plate Recognition 3 steps
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Dense pose - Squat checker
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Semantic_segmentation Exemplification
Dice Coefficient Metric Soft-Dice_Loss alt text
FCN_and_DeepLab_using_Torchvision alt text alt text
Instance Segmentation using Mask RCNN alt text
LinkNet_Architecture alt text
U-Net_using_PyTorch_Hub alt text
Facial_Landmark_Detection Exemplification
Aging filter - Beard filter - Bug eyes - Distortion-Filter - Face-Averaging - Face-Morphing - Face_Alignment - Faceswap alt text
Delaunay-Triangulation alt text
Facial_Landmark_Detection_Dlib - Faster Facial Landmark Detection - Landmark Stabilization alt text
Headpose-Estimation alt text
Andvanced image processing and computational Exemplification
Hough detect -> line detection alt text
Seamless_Cloning -> blend in the background alt text
High Dynamic Range (hdr) -> adapt exposure by stacking alt text
Video Analysis Exemplification
Lucas_Kanade_tracker alt text
Object Tracking using Meanshift and CAMshift alt text
OpenCV_Object_Tracking_API alt text
Tracking_Multiple_Objects alt text
Tracking_using_Kalman_Filter alt text
qrCode_detection alt text
Intro_to_deep_learning_OpenCV Exemplification
Image_Classification Pretrained_Imagenet_Models_Classification Training_a_CNN_in_Caffe Using_Tensorboard_in_TF_2_0 keras_finetune_vgg alt text
Open Pose alt text
Face_Detection alt text
Object_Detection Object Detection using YOLOv3 alt text
Object detection Exemplification
Faster_rcnn_fine_tuning alt text
Single-stage-detector alt text
Custom_YOLOv3_Darknet alt text
Deep Learning based Object Detection alt text
DarkNet_YOLO_Demo alt text
Non-maximum Suppression alt text
Nvidia_SSD_PyTorch_Hub alt text
RetinaNet_with_Detectron2 alt text
Text_Detection Exemplification
Text_Recognition_Tesseract Tesseract_Failure_Cases alt text alt text
Improving_Tesseract_OCR_Failures alt text
Text_Detection_EAST Text_Detection_CRAFT alt text
Tesseract_with_Text_Detection Text_Recognition_with_Keras_OCR Comparing_Tesseract_and_Keras_OCR alt text
Image recognition Exemplification
Find_Object_using_Image_Features alt text
HAAR_Cascades alt text
HOG Descriptor alt text
Image Classification using HOG + SVM alt text
Object_Detection_using_HOG_SVM alt text
Image enhancement and filtering Exemplification
Alpha-Blending alt text
Color filtering alt text
Histogram Equalization alt text
K-means with RGB channels alt text alt text
Geometric transformation and image features Exemplification
Contour orientation to isolate features alt text
Feature_Matching Image_Alignment_Document_Scanner ORB Algo alt text
Panorama Warping-a-triangle alt text alt text
canny-edge-detection alt text
Binary Image Processing Exemplification
Blob_Detection alt text
Connected_Component_Analysis alt text
Contours alt text
Corner detection alt text
Adaptative thresholding alt text alt text
Web_App_Digit_Recognizer
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Video I-O and GUI Exemplification
Draw circles on images Zoom_in_with_trackbar alt text

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