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@@ -37,18 +37,25 @@ To align with AI Safety principles, the following design choices were implemente
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  - **Environment:** Performance has not yet been validated for low-light or adverse weather conditions.
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  ## 🛠️ Key Projects
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- * **Bhojpuri Language Dataset**: Curated and published 100k+ rows datasets on Hugging Face for regional NLP research.
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  * **CNSD Model Architecture**: Authored research on neural network configurations for optimized feature extraction.
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  * Custom 4 sentiment models, 1 vehicle classification model and several datasets.
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  * Link to my Hugging Face account : https://huggingface.co/abhiprd20 (with all models and datasets)
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- * My github with other projects : https://github.com/abhiprd200
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- * My research paper pre-print : https://zenodo.org/records/19054785
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  * 2nd research project : https://github.com/abhiprd200/CNSD_prototype
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  * **Demo of this project:** [Live on Hugging Face Spaces]((https://huggingface.co/spaces/abhiprd20/vehicle_classification_model-utd))
 
 
 
 
 
 
 
 
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  ## Contact
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  * E-mail : abhiprd20@gmail.com
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- * Please contact in case of citation.
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  ## 🚀 Usage
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  ```python
 
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  - **Environment:** Performance has not yet been validated for low-light or adverse weather conditions.
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  ## 🛠️ Key Projects
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+ * **Language Datasets**: Curated and published 100k+ rows datasets for low resource languages on Hugging Face for regional NLP research.
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  * **CNSD Model Architecture**: Authored research on neural network configurations for optimized feature extraction.
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  * Custom 4 sentiment models, 1 vehicle classification model and several datasets.
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  * Link to my Hugging Face account : https://huggingface.co/abhiprd20 (with all models and datasets)
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+ * My NLP research paper pre-print : https://zenodo.org/records/19054785
 
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  * 2nd research project : https://github.com/abhiprd200/CNSD_prototype
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  * **Demo of this project:** [Live on Hugging Face Spaces]((https://huggingface.co/spaces/abhiprd20/vehicle_classification_model-utd))
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+ * My github with other projects : https://github.com/abhiprd200
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+ ## 🔗 Links for this project
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+ * **[GitHub Repository](https://github.com/abhiprd200/vehicle_classification_model-utd)**
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+ * **[Hugging Face Model Card](https://huggingface.co/abhiprd20/vehicle_classification_model-utd)**
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+ * **[Hugging Face Spaces Deployment](https://huggingface.co/spaces/abhiprd20/vehicle_classification_model-utd)**
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  ## Contact
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  * E-mail : abhiprd20@gmail.com
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  ## 🚀 Usage
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  ```python