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1d-histogram-filter

One-dimensional robot sensing and robot movement using C++.

blogapi

django_for_apis

Build web APIs with python & Django by William S. Vincent

django_for_professionals

Django for professionals - Production websites with Python & Django (William S.Vincent)

dog-breed-classifier

Given an image of a dog, the algorithm will identify an estimate of the canine’s breed through Deep CNNs.

facial-keypoint-detection

A facial key-point detection system that takes in any image with faces, and predicts the location of 68 distinguishing key-points on each face. Using CNN and Haar cascades to detect Facial key-points.

image-captioning-pytorch

Design a Deep Neural Network which is made up of a Deep CNN and RNN to produce image captions with PyTorch.

image-classifier

Developing an Image Classifier with Deep Learning in PyTorch

landmark-detection-tracking-slam

Implementing SLAM, a robust method for tracking an object over time and mapping out its surrounding, using elements of probability, motion models, and linear algebra.

matrices

Implementing a matrix class using C++.

sagemaker

Building and deploying a model which predicts the sentiment of a user-provided movie review and creating a simple web app that uses the deployed model.

two-dimensional-histogram-filter

Implementation of a 2D Histogram filter for tracking and localization using Python.