October 2022 - Idiot Developer

MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition

Nikhil Tomar31st October 20226th February 2023

In this work, we present a lightweight matting objective decomposition network (MODNet) for portrait matting in real-time with a single input image. MODNet inputs a single RGB image and applies...

Computer Vision TensorFlow

VGG19 UNET Implementation in TensorFlow

Nikhil Tomar18th October 20226th February 2023

In this tutorial, we are going to implement the U-Net architecture in TensorFlow, where we will replace its encoder with a pre-trained VGG19 architecture. The VGG19 is already trained on...

Deep Learning

Why Deep Learning is not Artificial General Intelligence (AGI)

Nikhil Tomar7th October 202211th October 2022

With the development in the field of deep learning, it has become a frontier in solving multiple challenging problems in computer vision, games, self-driving cars and many more. Deep learning...

URL on VGG16 UNET Implementation in TensorFlow26th August 2024
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Pratham Patil on Polyp Segmentation using UNET in TensorFlow 2.020th August 2024
Hello Nikhil, Great article and video really informative and very efficient way of implementing data pipeline but when I was…
Palani on Simple Object Detection with Bounding Box Regression in TensorFlow10th February 2023
Hi Nikhil, Thanks for your dedications and explored very well. it is great helps to me. by Palani
aravind on Polyp Segmentation using UNET in TensorFlow 2.019th April 2022
ImportError: cannot import name 'load_data' from 'data' (C:\Users\Aravinda\anaconda3\lib\site-packages\data\__init__.py)
chinnu jacob on Squeeze and Excitation Implementation in TensorFlow and PyTorch4th December 2021
sir can you share a code of using squeeze and excitation network on custom CNN for a classification