Model limitation - Some animals recognized as plants
Hello everyone,
First of all, I want to thank you for your interest in the RoBERTa-base Plant NER model. While the model has demonstrated excellent performance in identifying plants, fruits, and vegetables, I have noticed a limitation that needs to be addressed.
During testing, it was observed that the model occasionally misidentifies certain animals as plants. This is an issue that I would like to resolve to improve the overall accuracy of the model. I would appreciate any feedback, suggestions, or insights from the community on this matter.
In the meantime, I will be working to address this limitation by fine-tuning the model with more data and refining the training process. the goal is to ensure the highest possible accuracy and robustness in plant taxonomy identification.
If you have encountered similar issues or have ideas on how to address this limitation, please share your thoughts in this discussion. Your input will be invaluable in helping to enhance the model's performance and make it more robust.
Thank you for your support and collaboration.
Mohammad