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lasconverter

Converts LAS Files (LIDAR data) to DSM/DEMs with an optional shapefile / kml file to clip to.

latte

LiDAR annotation tool using ray tracing and bounding boxes.

libtorch-yolov3-deepsort

lighthouse

Auditing, performance metrics, and best practices for Progressive Web Apps

lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

m2det

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

machine-learning

Content for Udacity's Machine Learning curriculum

machine_learning_lectures

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

mario-ai

Playing Mario with Deep Reinforcement Learning

mask-rcnn-series

This series we'll use Mask RCNN

mask_rcnn

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

maskrcnn_train_tensorflow_colab

Google Colab (Jupyter) notebook to train Instance Segmentation Tensorflow model with custom dataset, based on Matterport Mask R-CNN

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

mlnd-capstone-proposal

Capstone proposal for Udacity MLND

mobilenetv2

A Keras implementation of MobileNetV2.

models

A collection of pre-trained, state-of-the-art models in the ONNX format

ms-dos

The original sources of MS-DOS 1.25 and 2.0, for reference purposes

mtlcc-pytorch

A pytorch implementation of the (Tensorflow) MTLCC network implementation

my-travel-plans

my_tracker

nd009t

nd013

Udacity Course Program ND013

nd013-1

Example code from Udacity's Self-Driving Nanodegree

nd013-2

Udacity Self-Driving Car Term1

nd113-introtosdc

Udacity course notes and work. Contains Python, Julia, Go, and C++

nd891-facial-keypoint-detection

Apply image processing and deep learning to create a CNN for facial key-point (eyes, mouth, nose, etc.) detection

nd891-image-captioning

In this project, we have created a neural network architecture to automatically generate captions from images.

nd891-landmark-detection-and-robot-tracking-slam

Implemented SLAM (Simultaneous Localization and Mapping) for a 2-dimensional world! Created a map of an environment from only sensor and motion data gathered by a robot, over time.

netron

Visualizer for neural network, deep learning and machine learning models