Retina Blood Vessel Segmentation using UNET in TensorFlow 2.0 (Keras) | Image Segmentation

Описание: #IdiotDeveloper #ImageSegmentation #UNET
Hello friends, welcome to another video on UNET segmentation. In this video, we are going to use the DRIVE (Digital Retinal Images for Vessel Extraction) dataset for Retina Vessel Segmentation. This complete program is built in TensorFlow 2.0 framework using Keras API.

CODE: https://github.com/nikhilroxtomar/Ret...

DATASET: https://www.kaggle.com/datasets/zionf...

Other semantic segmentation architecture implementation:
UNET:    • UNET Architecture in TensorFlow 2.0 (Keras...  
RESUNET:    • Implementing RESUNET in TensorFlow using K...  
VGG16 UNET:    • Pretrained VGG16 UNET in TensorFlow using ...  
VGG19 UNET:    • Pretrained VGG19 UNET in TensorFlow using ...  
RESNET50 UNET:    • Pretrained RESNET50 UNET in TensorFlow usi...  

Blog Post:
UNET Implementation in PyTorch: https://idiotdeveloper.com/unet-imple...
RESUNET Implementation in PyTorch: https://idiotdeveloper.com/resunet-im...
UNET Implementation in TensorFlow using Keras API: https://idiotdeveloper.com/unet-imple...
What is UNET: https://idiotdeveloper.com/what-is-unet/
What is RESUNET: https://idiotdeveloper.com/what-is-re...

Join this channel to get access to the perks:
   / @idiotdeveloper  

FOLLOW ME:
BLOG: https://idiotdeveloper.com https://sciencetonight.com
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