Deep Learning - Computer Vision

Computer Vision (CV) is the field of science that defines how machines interpret the meaning of images and videos.

Duration

40h · 5 days

Who it's for

Ideal for teams that…

1 Designers and professionals working with images and video who want to leverage machine learning to make their work easier

2 Individuals who want to deepen their knowledge of advanced topics related to image and video processing

Outcomes after the program

Hands-on AI and data analytics workshops — built around your team's real cases.

✓

How to prepare image data for machine learning using OpenCV and preprocessing techniques

✓

How to design and train Convolutional Neural Networks (CNNs) for image classification in TensorFlow/Keras

✓

How to build and evaluate object detection models, including SSD detectors

✓

How to improve model quality through tuning, transfer learning, and data augmentation

Program · 6 modules

What we actually do

M01

Introduction

· What is an image?
· OpenCV
· Classical image processing
· Theory of Convolutional Neural Networks (CNNs)

M02

Dataset Processing

· Loading and reviewing images
· Building datasets
· Preprocessing
· Preparing for modeling

M03

Image Classification

· Convolutional layers
· Designing CNNs in tf.keras
· Modeling
· Qualitative model analysis
· Model tuning

M04

Object Detection

· Types of detectors
· Designing an SSD detector
· Detector modeling
· Quality analysis

M05

Transfer Learning

· Comparing models

M06

Advanced Object Detection

· Extensions
· Low-level CNN construction
· Model parameter analysis
· Data augmentation

Every module is adapted to your stack and context. The above is a starting point — not a fixed agenda.

How we work

From brief to retro in 30 days.

Brief & diagnosis

A call with the team lead + a short survey for participants. We define goals, gap and context.

Program customization

We adapt modules, case studies and code examples to your stack. Approval in 5 days.

Workshop

Trainer-led sessions, hands-on, code review. Mentor available between sessions too.

Retro + report

Outcome report for the team and lead. 30 days of consulting included.

Inquiry

Send a brief. We'll reply within 1 day.

After a short brief we'll prepare a program and a quote. No obligations — it's just a starting point.

✓Quote within 48h of the brief

✓First session within 30 days

✓Pilot before the full decision

✓VAT invoice, payment in instalments possible

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Deep Learning - Computer Vision

Ideal for teams that…

Hands-on AI and data analytics workshops — built around your team's real cases.

What we actually do

From brief to retro in 30 days.

Brief & diagnosis

Program customization

Workshop

Retro + report

Send a brief. We'll reply within 1 day.

Thank you!

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