Product Details
Real time input raw material counting, quality metrics & volume estimations in a shrimp processing plant and tracking their metrics in multiple stages of the production line using Vision and ML.
Peripherals
Embedded Vision based Cameras
Depth Sensors(LIDAR)
NVIDIA Jetson, Basler Camera
Deep Learning
Key Features :
- Requirements gathering from all the stakeholders and developed the system requirements
- Designed and developed the ML based models using Tensorflow, Keras and NVidia Hardware platform.
- Developed multiple cascading algorithms to recognize the occluded objects on the conveyor belt(shrimp) and be able to count.
- Designed and developed the complete scalable cloud based architecture for real time data, insights and reports.
- Developed Mobile App for Monitoring the insights.
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