🔻 What is Deep Learning AI Perception

Deep Learning Perception refers a branch of artificial intelligence that mimics the human brain's ability to perceive and recognize patterns, enabling machines to make decisions based on visual inputs. It plays a crucial role in various domains such as autonomous driving, medical image analysis, and robotics etc.

🔻 Repository Details

Naming Prefix	Description
HKAI__	Perception using Deep Learning

🔻 Repository Details

This repository meticulously documents my extensive journey through various projects related to cognitive perception using State-of-the-Art (SOTA) Deep Learning Models. Each project intricately tackles unique perception problems, showcasing the comprehensive application and unparalleled effectiveness of deep learning techniques in interpreting and understanding complex visual data.

🔻 State-of-the-Art (SOTA) Perception Models

Classification	Single State	Double Stage	Segmentation	Optical Flow
AlexNet	SSD	R-FCN	U-Net	RAFT
VGG	FCOS	R-CNN	SegNet	FlowNet 2.0
ResNet	YOLO	Fast R-CNN	DeepLab	FlowNet Simple
GoogleNet	RetinaNet	Faster R-CNN	Mask R-CNN	FlowNet Correlation

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