TensorFlow

Load TensorFlow Models Using OpenCV

Background : It is always a daunting task with Tensorflow sessions and standard handling of a typical Tensorflow model when you want to run inference. However, if you are an experienced developer you may also quickly go through these steps because you are already aware about how to use Tensorflow to run inference on your model.

Build your own layers for deep learning models using TensorFlow 2.0 and Python

Background During a very recent webinar where I was a speaker for the topic Deep learning with TensorFlow I repeatedly was asked a question regarding how would one really define their own layers, parameter and how they work so as to watch it do the magic while showing them some notebooks that had parameters to the layers that we regularly use.

Object Detection

Object detection usin OPenCV’s dnn module a mobilenet model trianed on caffe.