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1. yolo3-object-detection yolo3-object-detection Public

   This project, for Udacity's C++ Nanodegree, uses YOLOv3 Deep Neural Network and OpenCV to detect objects in a user supplied video or webcam.

   C++ 2

2. app_dog_breed_classifier app_dog_breed_classifier Public

   Command line application that predicts the breed of a dog in a user supplied image. Built with PyTorch by using a transfer learning technique applied to various deep CNN architectures.

   Python 2

3. cnn-visualizations-pytorch cnn-visualizations-pytorch Public

   Exploration of various methods to visualize layers of deep Convolutional Neural Networks using Pytorch.

   Jupyter Notebook 22 2

4. Brain-Tumor-Radiogenomic-Classification Brain-Tumor-Radiogenomic-Classification Public

   This project, based on a Kaggle competition, demonstrates the full ML pipeline using AWS Sagemaker.

   Jupyter Notebook

5. Unscented-Kalman-Filter Unscented-Kalman-Filter Public

   Implementation of an Unscented Kalman Filter fusing Lidar and Radar data to estimate the state of an object.

   C++ 1

6. sentiment-analysis-app sentiment-analysis-app Public

   Movie review sentiment analysis application trained and deployed on AWS. End-to-end development and deployment process using AWS Sagemaker, Lambda, API Gateway

   Python