endorsedOngoing

AI & Custom Software Dev for Drone Inspection Company

Services Covered:

AI and Machine Learning • Custom Software Development

Industry

Utilities

Duration

59 months

Budget

50K - 199K

Start Date

1 September 2021

Team Size

6-10 Employees

Engagement Model

Onshore

Project Capability Score (PCS)

75/100

Good

Project Capability Score (PCS) estimates how capable Dreamix is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

Power Drone ltd

Sofia, Bulgaria

Project Summary

Dreamix designed and developed a Python-based digital platform for a drone inspection company to generate and process power grid inspection results using computer vision models and GPS algorithms. The platform improves visibility over power grids, identifies problematic spots, and provides preventive maintenance insights that save time and resources. The team delivered on time with responsive communication and professional collaboration.

Key Challenges

Create front-end for a digital platform
Develop back-end architecture for a digital platform
Develop machine learning and AI algorithms for inspection and classification

Project Deliverables

Comprehensive platform for generating and processing power grid inspection results
Automated grid generation converting uploaded images into GPS-accurate power line routes
Advanced image filtering and clustering for grouping and decision-making
Comprehensive issue reporting options with regulation-standard checklists for inspections

Project Solution

Developed a Python-based platform combining computer vision models for automated asset classification and algorithms for managing GPS coordinates tied to each image. Implemented automated grid generation to convert uploaded images into GPS-accurate power line routes, advanced image filtering and clustering to group images and grid points by multiple criteria, and comprehensive issue reporting tools based on regulation-standard inspection checklists.

Project Outcome

Provides clearer visibility over inspected power grids and potential issues
Enables identification of problematic spots and preventive maintenance insights that save time and resources
Allows the client to meet specific needs and expand their customer base
Project items delivered on time with responsive communication and professional collaboration

Platforms

Tech Stack

Python

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“The platform provides clear visibility over power grids and problematic spots, allowing the client to meet customer needs and expand their customer base. The team's timeliness, responsiveness, and effective communication have ensured a smooth process. They're highly proactive and professional.”
Yordan Merakov
CEO
Date: 05/08/2024