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#What

This video is very useful for learn DenseNet Lecture by Nagarajan.S What is DenseNet? Dense Convolutional Networks (DenseNets) are an extension to the traditional Convolutional Neural Network (CNN). Architecture of DenseNet Input Flow: Each layer receives concatenated feature maps from all previous layers Dense Blocks: Groups of densely connected layers that preserve information Transition Layers: Compression points that reduce feature map dimensions between blocks Growth Rate (k): Controls the number of new feature maps added by each layer Application of DenseNet DenseNet is a flexible architecture applicable to a variety of computer vision applications including picture classification, object identification, and semantic segmentation. Object Detection: item recognition in photos and movies including automobiles, people, and buildings. Medical Image: To identify and categorize various types of cancers, lesions, and other anomalies. Audio: Implemented in audio processing applications including voice recognition, production, and audio synthesis. Image: Classifying photos into diverse categories such as wildlife, objects, and settings. Semantic Segmentation: Segment pictures into distinct areas such as sky, buildings, or roads. #Tutorial for Machine Learning    • #Lec 2: Machine Learning Life cycle|#Tutor...   #Tutorial for Deep Learning #Tutorial for DBMS(GATE/UGC/NET/ALL UNIV)    • #Tutorial for Operating System   #Tutorial for Computer Networks(GATE/UGC/NET)    • #Tutorial for Computer networks   #Tutorial for Java Beginners(GATE/UGC/NET)    • #Tutorial for  Java Beginners   #Tutorial for C programming(GATE/UGC/NET)    • #Tutorial for C  Programming   #Tutorial for Artificial Intelligence(GATE/UGC/NET)    • #Tutorial for Artificial Intelligence   #Tutorial for Computer Organization/Architecture(GATE/UGC/NET)    • computer organization/architecture  GATE a...   #Tutorial for Python Beginners    • Tutorial  for  Python Beginners   #Tutorial for Python Interview Q& A by Mr.Uday    • #tutorial for Python Interview Q& A by Mr....   #Tutorial for Computer Organization(GATE/UGC/NET)    • Computer Organization(JNTUA R-15,R-19 All ...   #Carrier Tips For B.tech Freshers    • #Careertips  for   B.Tech  freshers( part-...   Thanks For Watching. You can follow and Like us on following social media. facebook: nagarajanhostboxcse LinkedIn-nag1984rajan@gmail.com