The Lambda Deep Learning Blog

Published on January 6, 2019 by Chuan Li

Tips for implementing SSD Object Detection (with TensorFlow code)

Object Detection using Single Shot MultiBox Detector The problem The task of object detection is to identify "what" objects are inside of an image and "where" ...

Published on October 7, 2018 by Chuan Li

Image Segmentation

SegNet. Image source: https://mi.eng.cam.ac.uk/projects/segnet/ The problem Image segmentation is the problem of assigning each pixel in an image a class ...

Published on September 26, 2018 by Chuan Li

Hyper-Parameter Tuning

Hyper-parameter search: Grid v.s. Random. Image source: [Bergstra and Bengio 2012] In order to improve the performance of a neural network, it is often ...

Published on September 21, 2018 by Chuan Li

Transfer Learning with TensorFlow Tutorial: Image Classification Example

Images from Stanford Dogs Dataset: http://vision.stanford.edu/aditya86/ImageNetDogs/ Our last tutorial described how to do basic image classification with ...

Published on September 13, 2018 by Chuan Li

How To Classify Images with TensorFlow - a Step-By-Step Tutorial

T-SNE embedding of CIFAR10. Image source: http://cs231n.github.io/classification/ Welcome to our Beginner's Demo! We will walk you through the steps of ...