AI-Enabled Plant Disease Detection and Remedies - Leveraging OpenAI API for Smart Agriculture
Tools Used : JavaScript
Processed a 70k+ image crop disease dataset, utilized transfer learning and finetuned the mobilenet (5 million parameters) for disease recognition. Developed a streamlit web platform for the model, integrated with GPT-4 for farmer interactions and chatting about remedies
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WaffleHacks 2023: Image2Nutrients - Food Ingredient Recognition
Tools Used: JS
Developed within 36 hours, we finetuned a ViT-GPT 2 (200 million parameters) using a food images and ingredients dataset, integrating with GPT-4 API for nutrition insights. Rolled out a user friendly interface using StreamLit, hosting the model on Hugging Face.
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React-Based Food Web App
Tools Used: JS
Developed a dynamic platform for food exploration, using React for a responsive UI and JavaScript for advanced search functionalities, aiding in recipe exploration and dietary filtering. Leveraged HTML/CSS to design the layout, ensuring an engaging user experience.
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Text Summarization and Keyword Generation Web App
Tools Used: JS
Developed a web tool with Flask to dynamically generate text summaries, utilizing SpaCy and NLTK for natural language processing. Enhanced user interactivity with JavaScript, offering precise keyword extraction for quick content insights.
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