Handwritten Bangla character recognition using convolutional neural networks: a comparative study and new lightweight model

Keyphrases

• Convolutional Neural Network 100%
• Bangla Character Recognition 100%
• Handwritten Bangla Characters 100%
• Lightweight Model 100%
• Deep Learning Model 50%
• Model Size 50%
• Deep Learning Methods 33%
• Testing Time 33%
• Loading Time 33%
• Data Combination 16%
• Existing Data 16%
• Model-based Testing 16%
• Character Recognition 16%
• Smartphone 16%
• Complex Data 16%
• High-level Features 16%
• Computationally Expensive 16%
• Complex Shape 16%
• Pool Size 16%
• New Words 16%
• Model Accuracy 16%
• Convolutional Layer 16%
• Testing Model 16%
• Bangla Characters 16%
• Resource-constrained Devices 16%
• Cross-dataset Evaluation 16%
• Similar Block 16%
• Lightweight Deep Learning Model 16%
• State-of-the-art Models 16%
• Comparative Performance Analysis 16%

Computer Science

• Convolutional Neural Network 100%
• Character Recognition 100%
• Deep Learning Model 57%
• Deep Learning Technique 28%
• Constrained Device 14%
• Model Accuracy 14%
• Convolutional Layer 14%
• Experimental Result 14%
• Performance Analysis 14%