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Pratik's Projects

cafe icon cafe

A Classic Frontend Cafe Webpage with stunning graphics and working Cart system and Dynamic content alignment

crop__reco-analysis icon crop__reco-analysis

A Crop Recomendation ML model that can idetify the best suitable crop to be planted based on the soil ph,nitrogen,etc content values

farm-fare icon farm-fare

responsive webpage design for farm goods selling over the internet

full-stack-mern-application icon full-stack-mern-application

A Fullstack MERN application Messaging Web Project with user authentication and Login Session management and Deployment

image-maksing icon image-maksing

A sophisticated image masking algorithm that transforms textual data into pixelated images, facilitating optimized storage and significant size reduction while ensuring lossless compression and decompression.

rice_classification icon rice_classification

This project employs CNNs to classify different varieties of rice from images. It utilizes TensorFlow and Keras to construct the model, achieving a peak validation accuracy of 98.62% after training. The dataset comprises classes like Arborio and Basmati, with training and testing datasets containing 60,000 and 15,000 files respectively.

rice_disease_classification icon rice_disease_classification

A CNN Model that classifies the type of disease a rice plant may (Max Accuracy 96.17 % ) have based on the 3 classes its Trained on .

snapper icon snapper

Instagram Clone featuring robust user creation, a fully functional login system, and dynamic post interaction capabilities. Users can not only create accounts but also engage with posts by liking them, create their own posts, and conveniently save content tailored to their preferences.

web-scrapping-and-sentiment-analysis icon web-scrapping-and-sentiment-analysis

Python tool for web scraping and sentiment analysis. Gather data from online sources, organize it into Excel, and analyze sentiment—all in one seamless process. Customize parameters to fit your needs and revolutionize your data analysis workflow.

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