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 ...
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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 ...
Object Detection using YOLOv5 OpenCV DNN in C++ and Python
You can either love YOLOv5 or despise it. You can't ignore YOLOv5! YOLOv5 has gained much traction, controversy, and appraisals since its first release in 2020. Recently, YOLOv5 extended support ...
Create Snapchat/Instagram Filters Using Mediapipe
Introduction Why invest in make-up or trendy clothes and eyewear when Snapchat and Instagram provide filters that can make you look as wild, exotic, or beautiful as you wish, that too in a matter ...
