TensorFlow Tutorial - Classify Lego Star Wars Minifigures

TensorFlow Tutorial - Classify Lego Star Wars Minifigures

Learn TensorFlow 2! Learn all the basics you need to get started with this deep learning framework! We use a real image dataset from Kaggle with Lego Star Wars Minifigures and do a full project walkthrough. I show you how to load the data using a tensorflow ImagaDataGenerator and implement a convolutional neural net to do image classification. I also introduce some new concepts like image augmentation and keras callbacks.

New Tutorial series about TensorFlow 2! Learn all the basics you need to get started with this deep learning framework!

Part 08: Classify Star Wars Lego Figures | Full Project Walkthrough

In this part we use a real image dataset from Kaggle with Lego Star Wars Minifigures and do a full project walkthrough. I show you how to load the data using a tensorflow ImagaDataGenerator and implement a convolutional neural net to do image classification. I also introduce some new concepts like image augmentation and keras callbacks.

Course material is available on GitHub: https://github.com/python-engineer/tensorflow-course

Download the dataset: https://www.kaggle.com/ihelon/lego-minifigures-classification

Links: https://www.tensorflow.org/api_docs/python/tf/keras/preprocessing/image/ImageDataGenerator https://www.tensorflow.org/tutorials/images/data_augmentation https://www.tensorflow.org/api_docs/python/tf/keras/callbacks/

tensorflow deep-learning programming developer

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Deep Learning Using TensorFlow In Python | Tensorflow Tutorial

In this TensorFlow Tutorial will help you in understanding various important basics of TensorFlow with practical examples.

Top 10 Deep Learning Sessions To Look Forward To At DVDC 2020

Looking to attend an AI event or two this year? Below ... Here are the top 22 machine learning conferences in 2020: ... Start Date: June 10th, 2020 ... Join more than 400 other data-heads in 2020 and propel your career forward. ... They feature 30+ data science sessions crafted to bring specialists in different ...

Learn Transfer Learning for Deep Learning by implementing the project.

Project walk-through on Convolution neural networks using transfer learning. From 2 years of my master’s degree, I found that the best way to learn concepts is by doing the projects.

TensorFlow 2.0 Tutorial For Beginners | Deep Learning & TensorFlow

TensorFlow is one of the most commonly used frameworks for deep learning. You will learn what TensorFlow is, and the different applications of TensorFlow. You will understand about tensors and how a computational graph works. You will get an idea about TensorFlow's architecture and perform a hands-on demo on LSTMs using the air quality dataset.

Deep Learning Frameworks: MxNet vs TensorFlow vs DL4j vs PyTorch

We will go through some of the popular deep learning frameworks like Tensorflow, MxNet, DL4j, PyTorch and CNTK so you can choose which one is best for your project. Deep Learning is a branch of Machine Learning. Though machine learning has various algorithms, the most powerful are neural networks. To build these neural networks, we use different frameworks like Tensorflow, CNTK, and MxNet.