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All Projects → kaushikjadhav01 → Live-Video-Sketching-through-webcam-using-OpenCv-Python

kaushikjadhav01 / Live-Video-Sketching-through-webcam-using-OpenCv-Python

Licence: other
Computer Vision model creates a live video sketch of frames through real time web cam video. Source code is written in python and model is based on OpenCV. Keras and Numpy have been used to optimize the performance of the model and posterize frames

Programming Languages

Jupyter Notebook
11667 projects
python
139335 projects - #7 most used programming language

Labels

opencvcomputer-visiondeep-learningnumpykerasartificial-intelligencematplotlibvideo-sketching

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Live-Video-Sketching-through-webcam-using-OpenCv-Python

Computer Vision model creates a live video sketch of frames through real time web cam video. Source code is written in python and model is based on OpenCV. Keras and Numpy have been used to optimize the performance of the model and posterize frames

Screenshots

Technologies used

How to Install and Use

  1. Install Python. Download my repo and change to directory of repo.
  2. On command prompt, run pip install -r requirements.txt
  3. On commmand prompt, run jupter notebook
  4. Open and run my jupyter notebook

Note that video performance differs depending upon your Webcam. To improve performance, you might want to play around with the canny_edges 30,60 and the binarize 240 values in the code. Change them such that it suits your webcam

Authors

Kaushik Jadhav

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