Category:
Success Stories
Success Stories
Client Overview
A European robotic company.
Business Challenge
The client’s need was to develop a smart vision for detecting limited sets of objects for one of its robotic applications based on deep learning networks and image processing algorithms.
Acclivis Contribution
- LSTM Layers library design and implementation.
- Dataset Collection and generation.
- Training and Testing of LSTM model.
- LSTM trained model generation.
Product Features Developed/Supported by Acclivis
- Object classification of more than 50+ objects.
- Platform optimized.
- Real time performance.
Tools and Technology
- Image Processing | OpenCV.
- PC model | Microsoft Visual studio.
- Deep Learning Framework | Caffe, TensorFlow, MATLAB.
- Android Development | Android Studio, OpenCV for Android.
- Testing | JIRA.
- Project Management Tools: Gitlab, Bitbucket.
Client Benefit
Acclivis light weight framework and optimized framework helped client to process the information from module in real time. This helped in increasing their operation capacity.
System Architecture
Our Completed Projects
