Posted in Computer Vision, Deep Learning, Python, TensorFlow

UNET Implementation in TensorFlow using Keras API

Nikhil Tomar
posted on 15th February 202115th February 2021
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In this post, you will learn how to implement UNET architecture in TensorFlow using Keras API. The post helps you to learn about UNET, and how to use it for your research. UNET is one of the most

Posted in Computer Vision, Python

Extract and Saving Frame from Videos in Python

Nikhil Tomar
posted on 12th February 202112th February 2021
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In this post, we are going to learn and build a python program where we are going to extract and save frames from videos using the OpenCV library. OpenCV is one of the most commonly used library for

Posted in Computer Vision, Deep Learning, Python, TensorFlow

What is RESUNET

Nikhil Tomar
posted on 6th February 20216th February 2021
1 Comment

RESUNET refers to Deep Residual UNET. It’s an encoder-decoder architecture developed by Zhengxin Zhang et al. for semantic segmentation. It was initially used for the road extraction from the

Posted in Computer Vision, Deep Learning, Python, TensorFlow

DCGAN – Implementing Deep Convolutional Generative Adversarial Network in TensorFlow

In this tutorial, we are going to implement a Deep Convolutional Generative Adversarial Network (DCGAN) on Anime faces dataset. The code is written in TensorFlow 2.2 and Python3.8 . According to

Posted in Computer Vision, Python, TensorFlow

UNET Segmentation with Pretrained MobileNetV2 as Encoder

In this tutorial, we are going to work on UNet segmentation and use it for biomedical image segmentation tasks. This time we are going to use pre-trained MobileNetV2 as the encoder for the UNet

Posted in Python

An Introduction to Scraping Images With Python

The Internet is a rich source of data and information in the world that is easy to acquire. This data includes images, PDF, text, audio, and video. To acquire the data it is necessary to scrape it.