AI & ML

Cashew Grading Automation in India

xpertnest2020-03-24T08:22:32+00:00

Challenges

A cashew producer in India wanted to use image processing to automatically detect cashew grades based on size and remove low quality cashews.The company would need new hardware with a camera interface and a unique algorithm.The hardware would need to process 10 cashews/second, bringing a single cashew into a camera...

Waterflow Control Using Remote Temperature and Moisture Sensors for a US-Based Agriculture Client

xpertnest2020-03-24T07:32:16+00:00

Challenges

A US-based client wanted an Android app to collect farm data and automatically manage a water supply.Hardware needed to communicate with remote temperature and moisture sensors.An algorithm needed to automatically detect and analyse environmental temperature and moisture data.

Xpertnest’s Solutions

Xpertnest created a central hardware system that communicated with four points: RF...

Survey and Analysis of Satellite and Drone Images for a US-Based Client

xpertnest2020-03-24T07:16:25+00:00

Challenges

A US company wanted to find features on satellite and drone images.The company asked Xpertnest to design software to run an algorithm that could automatically stitch multiple images on a grid.

Xpertnest’s Solutions

Xpertnest created software to find correlations between adjacent images, and match and blend features.Adjusted the blended images for exposure...

Automated Fruit Blemish Detection and Sorting Automation for a Spanish Agricultural Firm

xpertnest2020-03-24T06:41:46+00:00

Challenges

A Spanish agricultural company wanted to be able to automatically detect grades for oranges using image processing to identify colour.The company needed unique hardware using a camera interface logic to run a sorting algorithm.The system needed to bring individual oranges into the frames of multiple cameras at the same time.Having...

Vehicle Number Plate Recognition for CCTV Vendor

xpertnest2020-03-24T06:27:21+00:00

Challenges

A CCTV vendor wanted an algorithm that could recognize vehicle number plates from images, recorded video, and even live video streaming.The algorithm needed to be fast enough to detect numbers from fast-moving vehicles.The program needed to create an automatic entry and exit log for vehicles.

Xpertnest’s Solutions

Xpertnest developed a segmentation algorithm...

Image Stitching for a United States-Based Company

xpertnest2020-03-24T06:01:11+00:00

Challenges

A US company needed to stitch together microscopic images for deployment on an Android application.The images had uniform backgrounds and to some extent a uniform foreground too, requiring a robust algorithm to detect edges and stitch connections.

Xpertnest’s Solutions

Xpertnest developed an automated microscope that generated a grid of partially overlapping images.Created...

Real-Time, Multi-Object Detection for a Driverless Vehicle for a UScompany

xpertnest2020-03-24T04:42:27+00:00

Challenges

A US-based company needed to identify in real time road hazards such as vehicles, pedestrians, strollers, traffic lights, and traffic signs.Identified objects needed to be fed to another system where a driverless vehicle could take action.To ensure accurate detection and classification, the system needed to be trained for multiple iterations...