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cvlab's Introduction

CVLab

An app based on OpenCV and dear-imgui for computer vision demo of OpenCV

Requirements

  • C++ 11
  • CMake 3.16.3
  • ImGUI
  • OpenCV 4.2.0
  • GLFW

Feature

  • Image display and scale
  • Video display and stop
  • Open Camera
  • Yolov3 object detection for images
  • Yolov3 object detection for videos
  • Yolov3 object detection for camera flow
  • Mask RCNN for images
  • Open Pose for single human pose estimation
  • Fake face
  • Open Pose for multi-human pose estimation
  • Style Transfer
  • Tracking
  • GAN

Introduction

Download Models

yolov3

coco.names

yolov3.cfg

yolov3.weights

Place them in ./data/models/yolov3/

Object Detection

YoloV3

yolo

Object Segmentation

Mask-RCNN

image-20200423225346132

Pose Estimation

image-20200429134717224

Style Transfer

Fast Neural Style

image-20200429134717224

cvlab's People

Contributors

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Stargazers

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Watchers

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