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  1. Traffic-Sign-Classifier-using-Deep-Learning-LeNet-5 Traffic-Sign-Classifier-using-Deep-Learning-LeNet-5 Public

    This project uses LeNet-5, a type of Convolutional Neural Network, to classify German traffic signs

    Jupyter Notebook 5 4

  2. Cloud-Image-Classification-using-Google-Inception-v3-in-Keras Cloud-Image-Classification-using-Google-Inception-v3-in-Keras Public

    This repo explores the understanding of cloud imagery using Google's Inception v3 model for segmentation and classification and written in Keras

    Python

  3. Using-Machine-Learning-to-Switch-Lanes-in-Autonomous-Cars Using-Machine-Learning-to-Switch-Lanes-in-Autonomous-Cars Public

    This project explores the use of machine learning applied to image data from a single camera to decide switching lanes. Dataset is from UC Berkeley's DeepDrive group.

    Python 1

  4. Pedestrian-Detection-and-Tracking-for-Autonomous-Vehicles Pedestrian-Detection-and-Tracking-for-Autonomous-Vehicles Public

    This project uses Histogram of Oriented Gradients for pedestrian detection and Kalman Filter for tracking and prediction

    Python 12 3

  5. Advanced-Lane-Finding-for-Curved-Roads Advanced-Lane-Finding-for-Curved-Roads Public

    This project, from Udacity's Self-Driving Car Engineer Nanodegree program, explore the implementation of various computer vision algorithms to identify lane lines, specifically targeting curved roa…

    Jupyter Notebook

  6. Cloud-Retrieval-CNN Cloud-Retrieval-CNN Public

    Repo to maintain the codebase for the CNN model capable of retrieving cloud optical thicknesses (COT).

    Python 5