Machine Learning development based on drone data-Stage 2
Project scope
Categories
Product or service launchSkills
algorithms iso 9000 series python (programming language) machine learning source codes optical mapping computer science light detection and ranging (lidar) archaeology civil engineeringWestern 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.
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.
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
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.