DeepLabV3+ with ResNet50 as Encoder in TensorFlow 2.5 | DeepLabV3Plus | UNET
In this video, we are going to implement the DeepLabV3+ architecture from scratch in TensorFlow 2.5 framework. Here, we are going to use the ResNet50 as the pre-trained encoder for the network. We have also used Squeeze and Excitation Network with the DeepLabV3+. Squeeze and Excitation Network is a channel-wise attention mechanism that suppresses irrelevant information and enhances the important one. Code (GitHub): https://github.com/nikhilroxtomar/Sem... Support: / @idiotdeveloper https://www.buymeacoffee.com/nikhilro... Follow Me: BLOG: https://idiotdeveloper.com https://sciencetonight.com TELEGRAM: https://t.me/idiotdeveloper FACEBOOK: / idiotdeveloper TWITTER: / nikhilroxtomar INSTAGRAM: https://instagram/nikhilroxtomar PATREON: / idiotdeveloper 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
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