Improve Sign Language Model Predictions
Budget: ₹600 – ₹1,500 INR
I've completed a sign language translation project utilizing a Transformer model. Unfortunately, it doesn't accurately predict both the expected gloss and text hypothesis during inference on the validation and testing sets. Your task is to update the project without altering the defined model architecture, to ensure accurate predictions.
Key Tasks:
- Fix the prediction issues for both gloss and text hypotheses.
- Optimize the project to improve translation evaluation metrics on the validation and testing datasets.
I've already attempted a variety of techniques, but have not been successful. The model's current predictions for both gloss and text hypotheses are incorrect. Hence, I need a specialist who can troubleshoot and enhance this model, with a focus on improving the translation evaluation metrics.
Key Tasks:
- Fix the prediction issues for both gloss and text hypotheses.
- Optimize the project to improve translation evaluation metrics on the validation and testing datasets.
I've already attempted a variety of techniques, but have not been successful. The model's current predictions for both gloss and text hypotheses are incorrect. Hence, I need a specialist who can troubleshoot and enhance this model, with a focus on improving the translation evaluation metrics.