Computer Vision

بواسطة: Kaggle

Overview

Build convolutional neural networks with TensorFlow and Keras.

Create your first computer vision model with Keras.
Discover how convnets create features with convolutional layers.
Learn more about feature extraction with maximum pooling.
Explore two important parameters: stride and padding.
Design your own convnet.
Boost performance by creating extra training data.
Use Kaggle's free TPUs to make a submission to the Petals to the Metal competition!
Use Kaggle's free TPUs to make a submission to the Cassava Leaf Disease Classification competition.

Syllabus

The Convolutional Classifier
Convolution and ReLU
Maximum Pooling
The Sliding Window
Custom Convnets
Data Augmentation
Create Your First Submission
Getting Started: TPUs + Cassava Leaf Disease

Taught by

Ryan Holbrook

Computer Science / Computer Vision

الذهاب الي الدورة

Computer Vision

بواسطة: Kaggle

Kaggle
مجانية
الإنجليزية
متاح شهادة
متاح في أي وقت
الجميع
N/A

Messages Timeline Exceptions Views14 Route Queries6 Models5 Gate Session Request

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