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Saurabh Bagalkar's Projects

imgaug icon imgaug

Image augmentation for machine learning experiments.

imutils icon imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

iris-recognition icon iris-recognition

Iris recognition using applied machine learning on CASIA iris images dataset

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

learn-pandas icon learn-pandas

Tutorials on how to use pandas effectively to do data analysis

leetcode-3 icon leetcode-3

:pencil: Python / C++ 11 Solutions of All 468 LeetCode Questions

lightly icon lightly

A python library for self-supervised learning.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

minkowskiengine icon minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

models icon models

Models and examples built with TensorFlow

norfair icon norfair

Lightweight Python library for adding real-time 2D object tracking to any detector.

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