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cnn

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This project is a web-based application that uses a Convolutional Neural Network (CNN) to detect brain tumors from MRI images. It allows users to upload MRI scans, which are then analyzed using a trained deep learning model to predict whether a brain tumor is present or not. The prediction results, along with user details, are stored in MongoDB.

  • Updated Sep 18, 2025
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This project aims to classify whether a given image is AI-generated or Human-generated using a custom-built deep learning model. The idea emerged from a Kaggle competition in which participants had to design an effective model for this binary classification task. he Model is trained from a kaggle competition dataset. Model accuracy : 90%

  • Updated Oct 25, 2025
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Image colorization is a challenging task and a topic of ongoing research in the area of Computer Vision. We present a convolutional-neural-network-based system that faithfully colorizes black and white photographic images without direct human assistance. We explore various network architectures, objectives, color spaces, and problem formulations…

  • Updated Jul 1, 2022
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