Chevron Left
返回到 Image Understanding with TensorFlow on GCP

Image Understanding with TensorFlow on GCP, Google 云端平台

101 个评分
16 个审阅


This is the third course of the Advanced Machine Learning on GCP specialization. In this course, We will take a look at different strategies for building an image classifier using convolutional neural networks. We'll improve the model's accuracy with augmentation, feature extraction, and fine-tuning hyperparameters while trying to avoid overfitting our data. We will also look at practical issues that arise, for example, when you don’t have enough data and how to incorporate the latest research findings into our models. You will get hands-on practice building and optimizing your own image classification models on a variety of public datasets in the labs we’ll work on together. Prerequisites: Basic SQL, familiarity with Python and TensorFlow...


创建者 EU

Sep 21, 2018

A very good course, with cutting edge research about Deep Learning, Go google :-) !

创建者 BS

Jan 23, 2019

It was One of the great course having labs which was really fun


15 个审阅

创建者 vincent poncet

Feb 16, 2019

Several quicklabs issues

TPU quicklabs does not work. Always getting access error. I added manually the rights, but then I have an error about import apache-beam.

AutoML Vision quicklabs needs to mention to enable per object ACL or you cannot set the ACL.

Datalab is very very slow to start, very painful.

创建者 bhadresh savani

Jan 23, 2019

It was One of the great course having labs which was really fun

创建者 Mark Davey

Jan 21, 2019

Was worried this would be just another CNN course but it was so much more. Showing out to use existing models etc. The details on CNN is a little lite but that can be found elsewhere. What was really good was the batch normalization and using pre-trained models but just changing the dense layers to provide classification,

创建者 Roopesh Nallakshyam

Dec 23, 2018

Good Practical Experience with the concepts what that I learned . Good for recommending my friends.

创建者 Raja Ranjith Garikapati

Dec 09, 2018

Great learning on Image ML models...

创建者 Carlos Viejo

Dec 09, 2018

The course provides an excellent overview of Image Understanding with TF and the utilization of all the capabilities of GCP to build productionable image systems.

创建者 Please

Dec 07, 2018


创建者 Anjani K Shiwakoti

Nov 28, 2018

Really interesting labs in this course!.Thank you!

创建者 Hemant Devidas Kshirsagar

Nov 28, 2018

Good material

创建者 Luiz Gustavo Martins

Nov 25, 2018

Great Course!