Presentation Details
Leveraging Gemini 1.5 Pro and Prompt Engineering for Robust Handwriting Interpretation
ID：191
View Protection：ATTENDEE
Updated Time：2025-12-23 13:40:13 Hits：419
Online
Start Time：2025-12-30 16:00（Asia/Amman）
Duration：15min
Session：S7 Track 7: Pattern Recognition, Computer Vision and Image Processing »
Video
No Permission
Presentation File
Tips: Only the registered participant can access the file. Please sign in first.
Abstract
Malayalam handwritten script recognition is a challenging task due to the language's complex script and diverse writing styles. Recent advancements in deep learning and prompt engineering offer promising solutions to improve recognition accuracy. This study explores the application of prompt engineering techniques to enhance the performance of Malayalam handwritten script recognition models. By designing effective prompts, we aim to leverage the capabilities of pre-trained language models and improve their ability to recognize handwritten Malayalam text. Our approach involves crafting prompts that capture the nuances of the Malayalam script and utilizing them to fine-tune pre-trained models. We evaluate the performance of our approach on a dataset of Malayalam handwritten text and demonstrate significant improvements in recognition accuracy. Our findings highlight the potential of prompt engineering in improving the performance of handwritten script recognition models for languages like Malayalam.
Keywords
Prompt Engineering, Malayalam Handwritten Script Recognition, Deep Learning, Pre-trained Language Models.
Speaker
Gargy G
research scholar NICHESubmission Author
All Comments
Important Date
-
Conference Date
Dec 29
2025
toDec 31
2025
-
Dec 20 2025
Draft paper submission deadline
-
Dec 31 2025
Contribution Submission Deadline
-
Dec 31 2025
Registration deadline
Sponsored By
United Societies of Science
Organized By
Zarqa University
Contact Information
- Miss AsianComNet
- as******@usssociety.org
Previous Conferences
-
2024-10-24 Thailand Bangkok
2024 Asian Conference on Communication and Networks
Submit Comment