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 ...
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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 ...
Object Detection With Depth Measurement Using Pre-trained Models With OAK-D
This is the third blog post in the Oak series. If you haven't checked out the previous posts on OAK, check them below. In this post, we are going to look at how we can run an existing pre-trained ...
YOLOv5: Expert Guide to Custom Object Detection Training
In this article, we are fine tuning YOLOv5 models for custom object detection training and inference. Introduction The field of deep learning started taking off in 2012. Around that time, it ...
