Advanced Neural Network Applications
Advanced Neural Network Applications is a research topic within Computer Vision and Pattern Recognition. Science Explorer counts 52k research works in it since 1971. 9.5% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the application of deep learning, particularly convolutional neural networks, in computer vision tasks such as image recognition, object detection, and semantic segmentation. It covers various neural network architectures, model compression techniques, and their applications in fields like autonomous driving.
- Deep Learning
- Convolutional Neural Networks
- Image Recognition
- Object Detection
- Semantic Segmentation
- Neural Network Architectures
- Computer Vision
- Image Classification
- Model Compression
- Autonomous Driving
- Research works
- 52k fractional, since 1971
- In the world top 10%
- 4.9k per year above
- Top-10% rate
- 9.5% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- +120% the tick is no change
- Largest producer
China
62% of the 10 largest, 2022-now
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