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objectdetection's Introduction

Object Detection

Author: Rob Hall

Background

My notes on how to build, deploy and train an object detection model and walkthroughs of the associated tools.

CV Tools

FFMPEG
CV2
Scikit-Image

conda install scikit-image

Useful for transformations.

Datasets

Training with PyTorch

Training on Docker

Training on MxNet

Deploying with FastAPI

Deploying with Docker

Optimizing models

objectdetection's People

Contributors

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Watchers

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