Artworks are lofty, and data structures and algorithms are mysterious. The world is so vast. This time, let the painter and the hacker show you around!
"Painter and Hacker" provides users with an interesting service:
- First step, the user selects a landscape picture and a selfie. "Painter and Hacker" will use deep learning to extract the portrait from the selfie and paste it onto the selected landscape picture.
- Second step, the user can choose two filters to process the picture:
- Painter: Transfer the style of some artworks to the composited picture through the method of style transfer.
- Hacker: Process the composited picture during the visualization of some data structures and algorithms.
- Third step, provide corresponding articles to explain the selected artworks or algorithms.
The following picture simply explains this process.
"Painter and Hacker" provides users with two platforms to enjoy this interesting service: Mini Program and Online Webpage (The online webpage is still under development).
- Portrait Segmentation: Tensorflow.js/body-pix is used.
- Style Transfer:
- Data Structure and Algorithm Visualization: First implement the data structure and algorithm, then test it. After successful testing, perform visualization. The implementation and introduction of specific data structures and algorithms can be found here.
- The effect of body-pix is not very ideal.
- The style-transfer process is too slow.
- Optimize the effect of portrait segmentation.
- Implement style transfer using tensorflow.js.
- More visualizations of data structures and algorithms.
- More introductions of artworks.
- Develop the web platform.