rapee9999/LearnCV

Learn Computer Vision

This is a repo for learning computer vision and archive of computer vision tools & how-tos.

Outline:

• calibrate-camers.ipynb how to calibrate camera, i.e. adjust hardware parameters such as perspective and distortion etc.
• contours.ipynb tools and features in relation to contours.
• draw.ipynb drawing approaches.
• marker-based-segmentation.ipynb labels which pixels belong to which regions.
• tesseract-orc.ipynb ORC.
• utils.py custom tools.
• ML machine learning folder.
  • pytorch-lenet.ipynb end-to-end how to develop LeNet model using PyTorch.
  • shape-recognition-lenet.ipynb apply ReNet to recognize shapes.
  • keras-object-localization.ipynb single object localization.
  • GAN.py GAN model architecture.
  • ResNet18.py ResNet18 model architecture.