As you all know, Zoom has become the veritable king of online-meeting platforms and is widely used by corporates and universities. Online meetings, however, come with their own set of problems. For ...
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TensorFlow Model Optimization Toolkit – A Deep Dive
In the previous posts of the TFLite series, we introduced TFLite and the process of creating a model. In this post, we will take a deeper dive into the TensorFlow Model Optimization. We will explore ...
Anti Spoofing Face Recognition System using OAK-D and DepthAI
In this article, we will learn the pros and cons of using Face Recognition as an authentication method. We will also see how it can be spoofed and the methods that can be used to detect the spoofing ...
DepthAI Pipeline Overview: Creating a Complex Pipeline
1. Introduction This is the fourth post in the OAK-D series. If you haven't checked out the previous posts, you can find them here, Here, we will take a closer look at the DepthAI pipeline, ...
TensorFlow Lite Model Maker: Create Models for On-Device Machine Learning
In this article, we will learn how to create a TensorFlow Lite model using the TF Lite Model Maker Library. We will fine-tune a pre-trained image classification model on the custom dataset, further ...
TensorFlow Lite: TFLite Model Optimization for On-Device Machine Learning
The recent trend in developing larger and larger Deep Learning models for a slight increase in accuracy raises concerns about their computational efficiency and wide scaled usability. We can not use ...
