Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery

Keyphrases

• Object Detection 100%
• Scale Optimization 100%
• Drone Images 100%
• Evolutionary Reinforcement Learning 100%
• Spatial Semantics 50%
• Scale Consistency 50%
• Optimization Strategy 25%
• Coarse-to-fine 25%
• State-of-the-art Techniques 25%
• Object Detection Algorithm 25%
• Benchmark Dataset 25%
• Historical Experience 25%
• Localization Accuracy 25%
• Reinforcement Learning Agent 25%
• Evolution Strategy 25%
• Aerial Imagery 25%
• Large Scale Variation 25%
• Semantic Relations 25%
• Semantic Attention Mechanism 25%
• Proximal Policy Optimization 25%

Computer Science

• Reinforcement Learning 100%
• Object Detection 100%
• Scale Optimization 100%
• Attention (Machine Learning) 25%
• Optimization Strategy 25%
• Learning Agent 25%
• Historical Experience 25%
• Semantic Relation 25%