Building an object detection pipeline for edge inference

Training an image classification model in PyTorch

Building a PyTorch based image for on device inference

Running a mobile-optimized Pytorch classifier…

How we navigated running machine learning models on Edge device.

Calculating mAP of models on Edge device

Presenting a way to calculate mAP on edge devices. It is an…

Porting PyTorch based object detection model to mobile optimized format.

Porting machine learning models to mobile for Edge inference

Why brainstorming on number of Conv2D layers and filter size is important ..?

Background

Running PyTorch based object detection model on Edge device with pre and post processing steps.

Converting PyTorch models to mobile optimized format