UNET with Pretrained MobileNetV2 as Encoder | Semantic Segmentation | UNET TensorFlow 2.0 скачать в хорошем качестве

UNET with Pretrained MobileNetV2 as Encoder | Semantic Segmentation | UNET TensorFlow 2.0

In this video, we are going to work on biomedical image segmentation task. For this, we are going to use Unet, but this time we are going to replace the Unet encoder with a pre-trained model. This pre-trained model is going to be the MobileNetV2. We are going to integrate the pre-trained MobileNetV2 with the UNet. In this video, you will learn: 1. What is UNet 2. What is MobileNetV2 3. Dataset 3. Advantages of using MobileNetV2 as an encoder. 4. Implementation in python 3.8 using TensorFlow. What is semantic segmentation? The goal of semantic image segmentation is to label each pixel of an image with a corresponding class. It is also called Dense prediction. What is U-Net? U-Net is a fully convolutional neural network that was developed by Olaf Ronneberger. It was specially developed for the purpose of biomedical image segmentation. CODE: https://github.com/nikhilroxtomar/Une... BLOG: https://idiotdeveloper.com/unet-segme... UNET Implementation in TensorFlow: https://idiotdeveloper.com/unet-imple... DATASET: https://polyp.grand-challenge.org/CVC... https://www.dropbox.com/s/p5qe9eotetj... Semantic Segmentation:    • Semantic Segmentation   Deep Learning with MNIST:    • Deep Learning with MNIST   Introduction to TensorFlow:    • Introduction to TensorFlow   Support:    / @idiotdeveloper   https://www.buymeacoffee.com/nikhilro... MY GEARS: Intel i5-7400: https://amzn.to/3ilpq95 Gigabyte GA-B250M-D2V: https://amzn.to/3oPuntd ZOTAC GeForce GTX 1060: https://amzn.to/2XNtsxn LG 22MP68VQ 22 inch IPS Monitor: https://amzn.to/3soUKs5 Corsair VENGEANCE LPX 16GB: https://amzn.to/2LVyR2L WD Green 240 GB SSD: https://amzn.to/3igt1Ft 1TB WD Blue: https://amzn.to/38I6uhw Corsair VS550 550W: https://amzn.to/3nILHi3 Zebronics BT4440RUCF 4.1 Speakers: https://amzn.to/2XGu203 Segate 1TB Portable Hard Disk: https://amzn.to/3bF8YPG Seagate Backup Plus Hub 8 TB External HDD: https://amzn.to/39wcqtj Maono AU-A04 Condenser Microphone: https://amzn.to/35HHiWC Techlicious 3.5mm Clip Microphone: https://amzn.to/3bERKSD Redgear Dagger Headphones: https://amzn.to/3ssZNYr FOLLOW ME ON: BLOG: https://idiotdeveloper.com https://sciencetonight.com FACEBOOK:   / idiotdeveloper   TWITTER:   / nikhilroxtomar   INSTAGRAM: https://instagram/nikhilroxtomar PATREON:   / idiotdeveloper