M. HosseiniMohammadreza Hosseini
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Mohammadreza Hosseini

Edge AI / Computer Vision

Building real-time vision systems from model optimization to production serving.

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Grounded-SAM on OAK-Depth VPU for Pallet Operations

Grounded-SAM on OAK-Depth camera VPU for box detection, size/orientation estimation, and QR label reading on pallets.

Project media for Grounded-SAM on OAK-Depth VPU for Pallet Operations
Duration
2025 - Now
Client
Personal Project
Tech stack
Computer VisionGrounded-SAMOAK-D
  • Implemented Grounded-SAM on the OAK-Depth camera VPU to detect boxes on pallets for palletizing and depalletizing.
  • Added box size and orientation estimation, plus label reading including QR code extraction.
  • Reached 2 FPS on-device while running the full detection and parsing pipeline.