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Model-training, Objectives, API Development, Model training, Team,…
Model-training
Get dataset
Convert coco annotations to yolo darknet format
Define Percent of images to test and train
Build folder structure (environment)
Execute darknet model training
Freeze model .weights to .pb
Convert model.pb to OpenVino format
Generated .xml and .bin files
Test model on local gstremer
2 more items...
automated
automated
automated
automated
automated
automated
automated
From CVAT
automated
From a .zip , Include annotation
autometed
Objectives
Model training version control
Model training process tool development
Model training team
Roles
Scope
work flow
Communication (input/output)
Tracking activities
API Development
Dev Environment
Repo setup and CI
Naming convention, semantic version , release convention.
Production Env
Model training
Test and train model env
storage
Naming convention, semantic version , release convention.
prduction env
Team
scope
Model Training and version control
Automate Model training process
Release API and model
Documentation
members
Marco
Jhonatan
Zuriel
Victor
Automate process
Product Owner
Tung, Tony or Matt
Model structure/Python Dev
DevOps/ scrum
DevOps/ reviewer
Labaling Process
Generate dataset and storage
CVAT
Manual
Automatic with inference model
Roboflow
External team
Software design characteristics evaluation
la disponibilidad, la escalabilidad, la modularidad, la portabilidad, la mantenibilidad, la observabilidad, la interoperabilidad, la extensibilidad, la adaptabilidad, la estabilidad, etc.
Demo Version