Screens from app
Services:
- Design
- iOS
- Android
- Back-end
- Front-end
- QA
Technologies:
- React JS
- Swift
- Java
- PHP Laravel
- C++
- Machine Vision
- OpenCV
Industries:
- Education
- Media & Entertainment
Spirit of Math - taking math education to the next level
The Spirit of Math contest is an international math contest, written by students from grades 1-4. The students are given individual contest papers, specific to their grade level, along with a multiple choice answer sheet from which to choose their answers. This scanning app works **EXCLUSIVELY** with our contest answer sheets to tabulate a registered student's score and compile them for that particular grade-level contest for that registered school. The scores are then transmitted to our team for verification. Once the answer sheets have been verified, the scores will be provided to the appropriate school for each student.
Screens from app
The Challenge
The initial idea was to remove possible cheating by teachers. The whole contest process, starting with its creation and ending with a student answer sheet submission, should be seamlessly handled by a system. The biggest challenge was to create a module that could scan the answers sheet in real-time in different conditions. Regardless of good or bad lightning, dark or white table with a textured background or not, perfectly printed answer sheet or with defects - scanning should be fast, accurate and work on both iOS & Android.
The Solution
- Use C++ OpenCV as a tool for Machine Vision. It will give an ability to write the module on C++ and port it to iOS & Android at the same time.
- Print ArUco symbols to identify a sheet and sheet perspective. The idea was to print logos on four corners, which will give the ability to identify sheet position and camera perspective.
- Use low-quality images and adjust it programmatically to speed up the scanning process.
The results
- 01The scanning process takes less than 0.2 seconds and is not visible to a human eye.
- 02Answer sheet can be scanned on any surface and even with a bad lightning.
- 03OpenCV module ported on both iOS & Android platforms and always gives perfect results.
- 04Works exclusively with Spirit Of Math answer sheets.
It's a positive experience working with a NerdzLab. They communicate at any time and any hour, they prompt with their deliverables, and they are always there to help and give a helping hand. My self - I do not have a technical background. However, I felt that for me it was an easy project to work on.
Nathan Langen
Director at Spirit of Math
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