How to load a custom dataset with tf.data [Tensorflow]

Channel:
Sweden Daniel Persson
Subscribers:
11,900
Published on ● Video Link: https://www.youtube.com/watch?v=bqeUmLCgsVw


Category:
Tutorial
Duration: 15:12
48,839 views
555

We look into how to create TFRecords and handle images from a custom dataset.
Later we load these records into a model and do some predictions.

Github repository:
https://github.com/kalaspuffar/tensorflow-data

Please follow me on Twitter
http://twitter.com/kalaspuffar

Learn more about Machine Learning with Andrew Ng at Stanford
https://coursera.pxf.io/e45PrZ

Learn more with a Coursera course
https://coursera.pxf.io/DanielPersson

My merchandise:
https://teespring.com/stores/daniel-persson

Join this channel to get access to perks:
https://www.youtube.com/channel/UCnG-TN23lswO6QbvWhMtxpA/join

Outro music: Danomate
- http://danomate.com
- https://www.youtube.com/user/danomate1

#tensorflow #tfdata #dataset



Other Videos By Daniel Persson


2018-07-01Object detection Part 2 - Configuration [Tensorflow]
2018-06-24Object detection Part 1 - Create custom dataset [Tensorflow]
2018-06-17Machine Learning Basics with ml5js
2018-06-10How to use Regular Expressions
2018-06-03Convert your model to tensorflow lite
2018-05-27How to create a self signed certificate
2018-05-20How to run Lighthouse on Travis CI
2018-05-13What is a Hackathon?
2018-05-06How to use lit-html with Polymer
2018-04-29How to make performant Docker images
2018-04-22How to load a custom dataset with tf.data [Tensorflow]
2018-04-15How to run Android tests on Travis CI
2018-04-08Java performance of different collection types
2018-04-01How to use lit-html
2018-03-25How to test accessibility on Android
2018-03-18Drive Chrome using Puppeteer
2018-03-11Kubernetes: How to setup and deploy to a cluster
2018-03-04How to use OpenCL for GPU work
2018-02-25A quick look into the tensorflow lite demo
2018-02-18How to use native libraries on Android
2018-02-11Looping concepts


Tags:
tensorflow dataset
tf.data
tfrecords
Daniel Persson
concept
explaination
how-to
convolution
neural network
tensorflow
cats
dogs
dataset
machine learning
neural networks
machine learning python
machine learning basics
machine learning algorithms
Tensorflow tutorial
टेंसरफ़्लो डेटासेट