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@Mdhvince Mdhvince/Portfolio.md
Last active Apr 14, 2019

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What would you like to do?
Portfolio

Portfolio

Here is my Portfolio of projects related to Computer Vision after my engineering graduation, so during my online Nanodegree in Computer Vision

Skills covered

  • Implement image processing techniques
  • Create and apply convolutional filters to images to smooth them or detect object edges
  • Apply feature extraction methods like Histogram of Oriented Gradients (HOG) and ORB
  • Define and train convolutional neural network (CNN) for classification
  • Build a CNN that aims to solve a regression task like detecting facial keypoints; this skill can be extended to the task of emotion recognition
  • Use long short-term memory cells to create an RNN that can produce captions given an image feature vector
  • Train an algorithmic models to predict and understand visual scenes
  • Simultaneous Location and Mapping (SLAM)
  • PyTorch

Projects

Facial Keypoints Detection

README and Code Available

Automatic Image Captioning

README and Code Available

Landmark Detection and Tracking with SLAM

README and Code Available

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