Computer Vision for food retail
May 2023 - Jun 2023 (2 months)
• Firmware for ESP32 cameras deployed on-site in my uncle's bakery and supermarket. • MQTT connection to establish communication and authenticate the device via X.509 certificates. • Upload images through an HTTP request on a dynamically generated S3 pre-signed URL. • YoLoV4 model to classify uploaded images, count shelves, and highlight stocks. • Tech Stack: C/C++, Arduino, Python, PyTorch, AWS, S3, IoT Core, Fleet Manager,