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Meditations | Machine Learning

Month: July 2018

Deep LearningGithub ProjectsMachine Learning
July 22, 2018 Post a Comment

Neural Nets II

In this project, we build ANNs using tensorflow library as an extension to ann-numpy repo where I build ANN architecture from scratch in numpy....

Computer VisionGithub Projects
July 11, 2018 Post a Comment

Two View Geometry

In this project, I extend the feature matching and camera calibration methods to computing camera poses in a two view scenario. This is the first of the series where we deal with computing camera extrinsics from 2 images....

Computer VisionGithub Projects
July 3, 2018 Post a Comment

Panorama II

This project improves on native OpenCV Stithcing pipeline for large > 10 images. Adds option of --match_type adjacent for adjacent pairwise images to avoid multiple handshakes. Some examples:...

Computer VisionGithub Projects
July 1, 2018 Post a Comment

Motion Tracking

This project implements motion tracking with initial random features using optical flow algorithms in OpenCV python. Sparse flow using Lucas Kanade...

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