Edge Image‑Classification Pipeline

Converted ResNet‑50 model to TensorRT for Nvidia Jetson fleet. On‑device inference at 24 FPS enables real‑time sorting in warehouses. Deployed OTA rollout system with staged Canary groups. Accuracy improved from 88 % to 94 % post‑quantisation. Energy draw reduced 17 % per unit.

Process

Product Scope

Welcome to HomeFinder, your go-to platform for discovering the perfect property! With HomeFinder, you can browse an extensive selection of homes, apartments, and commercial spaces tailored to your needs. Whether you're searching for a cozy studio in the city or a spacious family home in the suburbs...

Product Rationale

Clickable Prototype

Full Development

Iterations

Tech

We Used

Celery

Next.js

PostgreSQL

Redis

Tailwind

Project

Timeline

Valentina Rossi

Logistics Innovation Lead

Real‑time classification on the edge cut sorting errors by 40 %. Energy savings pay for the hardware refresh in under a year.

Your Vision,
Our Crafty

Starting your project with us is an easy process. we're all about making things smooth for you, from the first chat to final touch. Let's create something great together.