Intermediate8h 10m4 modules · 18 leçons0 inscrits

First Steps in Computer Vision

You collect real image data, annotate it, train a network, and build your own model. Hands-on from session one, on any machine (CPU, cloud GPU, Apple Silicon Mac).

Par Équipe Curriculum Nexus

49€

Accès complet · Certificat inclus

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Programme du cours

4 modules

01
Module
Seeing Like a Machine: Images, Pixels, and Data
From photons to tensors: understand what a digital image really is, prepare it correctly, then build and multiply the dataset your project needs.
4 leçons·1h 40

Module

Convolutional Neural Networks: The Engine of Modern Vision

Open the black box: understand convolution, build and train your first CNN with PyTorch, tame overfitting, then leverage transfer learning to get professional results with little data.

4 leçons·1h 45

First Steps in Computer Vision

Programme du cours

Seeing Like a Machine: Images, Pixels, and Data

Convolutional Neural Networks: The Engine of Modern Vision

Real-World Applications: Classify, Detect, Segment

From Experimentation to Production