Machine Learning development based on drone data-Stage 2

Closed
Western Heritage Services Inc.
Calgary, Alberta, Canada
Michael Ma
Vice President
(6)
3
Project
Academic experience
120 hours per learner
Learner
Anywhere
Intermediate level

Project scope

Categories
Product or service launch
Skills
algorithms iso 9000 series python (programming language) machine learning source codes optical mapping computer science light detection and ranging (lidar) archaeology civil engineering
Details

Western Heritage UAV helps our clients with latest UAV technology to extract valuable information from aerial data. Our UAV system with different configurations can provide Lidar point cloud products (DTM and DEM), thermal inspection and optical mapping service to clients in Pipeline Inspection, Energy Inspection, Forest Survey, Archaeology, Civil Engineering and Road Survey. We are Transport Canada licensed with an Advanced Operations Certificate and have the $1 million Insurance, ISO 9001, COR Safety Certificate to operate in Canada, within urban areas or in close proximity aerodromes.


On the stage 1, the students did a wonderful job to improve our agriculture AI model from 15% to about 65% accuracy, so we plan to apply riipen project again.


We are looking for Computer Science/Geomatics students to join our machine learning team to develop AI algorithms based on drone imagery.

Deliverables

1. Process sample data and be familiar with their features

2. Develop AI python program based on the requirements


The delivery students are expected to delivery:

Machine Learning module python source codes with detailed comments;

Development document: how your algorithm works;

User manual.


Mentorship

Provide computer and office space for students

Provide direct guide and training to prepare for this project

1:1 weekly meeting to track students' progress


About the company

Company
Calgary, Alberta, Canada
11 - 50 employees
Technology

Western Heritage UAV is helps our clients with latest UAV technology to extract valuable information from aerial data. Our UAV system with different configurations can provide Lidar point cloud products (DTM and DEM), thermal inspection and optical mapping service to clients in Pipeline Inspection, Energy Inspection, Forest Survey, Archaeology, Civil Engineering and Road Survey.

We are Transport Canada licensed with an Advanced Operations Certificate and have the $1 million Insurance, ISO 9001, COR Safety Certificate to operate in Canada, within urban areas or in close proximity aerodromes.