Section: Deep Learning•ID #54

Custom Convnets Architectures

Step 1: TheoryTheory Article

Pooling Layers in CNNs

Study the core concepts and background material for this learning item.

Step 2: PracticeKaggle Workbook

Custom Convnets Exercise

Solve the challenges and apply your knowledge interactively.

Hard30 min estimated study

Overview

Build high-capacity image feature classifiers from scratch.

Learning Objectives

  • Stack custom pooling grids
  • Determine convolutional channels

Prerequisites

Locked

Tracking Control

Completion Reward+300 XP
Study Checklist
Studied theory resource
Completed practice exercise