AI & Data

Training: Deep Learning for Computer Vision

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

Duration
6h
Ask about the program → See all
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
  • · 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.

01

Brief & diagnosis

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

02

Program customization

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

03

Workshop

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

04

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

Ochrona antyspamowa (Cloudflare Turnstile) zostanie aktywowana po wpięciu klucza.

Other programs for teams

See all →
AI & Data

Active Directory Training

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

AI & Data →
AI & Data

Advanced Power BI Training

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

AI & Data →
AI & Data

Advanced RPA Developer Training

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

AI & Data →