Model training

Auto Deep Learning training for high-performance models

Create high-performance inspection models using a variety of training methods with Neurocle's Auto Deep Learning technology.

auto deel learning training
auto deel learning training

Limitations of conventional deep learning models

High-performance model training is difficult to carry out without deep learning expertise, and training involves significant trial and error even with deep learning engineers.

Limitations of conventional deep learning models

High-performance model training is difficult to carry out without deep learning expertise, and training involves significant trial and error even with deep learning engineers.

Limitations of conventional deep learning models

High-performance model training is difficult to carry out without deep learning expertise, and training involves significant trial and error even with deep learning engineers.

Solution

Auto Deep Learning Model Training

Solution

Auto Deep Learning Model Training

auto deel learning algorithm
auto deel learning algorithm

Minimize Resources, Maximize Performance

Minimize Resources, Maximize Performance

auto deel learning algorithm
auto deel learning algorithm

Key features

Diverse Training Methods for Various Scenarios

Select the model training methods best suited to your on-site environment.

For fast performance review

quick learning

Quick Learning

Train models in minimal time for quick performance review.

quick learning

Quick Learning

Train models in minimal time for quick performance review.

For domain-specific inspection model

transfer learning

Transfer Learning

Reuse pre-trained model for inspection in similar situations.

For maximum model performance

Auto Deep Learning training

Automatically identifies the optimal model architecture and hyperparameter values to maximize model performance.

Auto Deep Learning training

Automatically identifies the optimal model architecture and hyperparameter values to maximize model performance.

For fast inference on lightweight devices

quantization

Quantization

Train lightweight models for inference on edge devices.

quantization

Quantization

Train lightweight models for inference on Edge devices.

For additional model training with newly acquired data

fast retraining

Fast Retraining

Retrain new data while maintaining existing model performance.

fast retraining

Fast Retraining

Retrain new data while maintaining existing model performance.

Solve complex projects by connecting models

Connect multiple models with flowcharts and tackle complex projects which are difficult to address with a single model.

flowchart

Flowchart

Connect multiple inspection models simultaneously as desired.

inference center

Inference Center

Validate flowchart model performance before deployment.

flowchart

Flowchart

Connect multiple inspection models simultaneously as desired.

inference center

Inference Center

Validate flowchart model performance before deployment.

Advantages

High-performance model training with a single click

Even non-experts in deep learning can easily and quickly create high-performance inspection models through auto deep learning.

1

Achieve high inspection accuracy

Achieve high inspection accuracy

Existing DL solution
vision inspection

94.6%

Auto Deep Learning
vision inspection

99%

*Segmentation Model

(Labels : Scratch, Stab, Line / Number of Images: 100)

*Segmentation Model

(Labels : Scratch, Stab, Line / Number of Images: 100)

2

Accelerate project timeline

Accelerate project timeline

1 year

Open source models

Open source models

4 months

Other deep learning solutions

Other deep learning solutions

2 weeks

Auto Deep Learning

Auto Deep Learning

* Time from Data Acquisition to Achieving 98% Performance (Q3 2024 Case)

* Time from Data Acquisition to Achieving 98% Performance (Q3 2024 Case)

Product Introduction

Looking for model training software with diverse training methods?

Product Introduction

Looking for model training software with diverse training methods?

Auto Deep Learning Model Trainer

GUI-based training software for generating high-performance inspection models without deep learning expertise

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