Machine Learning development based on drone data-Stage 2


Project scope
Categories
OperationsSkills
iso 9000 series algorithms python (programming language) machine learning optical mapping light detection and ranging (lidar) computer science archaeology civil engineering operationsWestern 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
3. Integrate the program to our platform and test
Provide working office for in-person;
Provide working computer;
Provide 1:1 supervisor for direct guide and training;
Open discussion in the weekly meeting.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
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.
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