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U^2-Net
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
object-detection salient-object-detection image-segmentation unet
Overriding train/test steps for custom training in TF2.2
Custom training loops in tf.keras can't make use of things like callbacks,etc. by default and you have to write one for yourself. How to overcome it?
tensorflow custom-training-loops unet bone-drr
DeepWay: Autonomous navigation for blind.
I have tried to make something which can be used by blind people to navigate around the streets. Have a look at the video and GitHub repo for details.
computer-vision arduino jetson-nano image-segmentation
Introduction to Image Inpainting With Deep Learning
In this article, we are going to learn how to do “image inpainting”, i.e. fill in missing parts of images precisely using deep learning.
inpainting computer-vision deep-learning wandb
U-Net Deep Learning Colorization of Greyscale Images
This article describes experiments training a neural network to generate 3 channel colour images from single channel greyscale images using deep learning.
colorization unet computer-vision tutorial
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