Livoa LogoLivoa
INPUT DATA
Time series


Modelling task
Forecasting

Classification

Regression

FEATURE SPACE TRANSFORMATION

Feature

extraction

Sub-pipeline

Spectral
Wavelet
Statistic

...

Topological

Lagged

MODEL REPOSITORY

Initial hyperparameters
Task-specific search space

Pre-defined pipelines

Objective functions


EVOLUTIONARY OPTIMISATION

Initialization

Mutation
Crossover

Changes in structure & hyperparameters

Population Selection

Parents Selection

Population Selection

Termination stage

COMPOSING

Initial Assumption

Pipeline design

Search space

Models

Operations

Hyperparameters

Improved pipeline

PREDICTION

Prediction

Metrics

evaluation

Pipeline

serialization

Camera Module
Microcontroller

Output Display

Vehicle detected

Red Signal

Voice Alert System

Copy of Project

by STRAWBERRY

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