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Indian Institute of Technology Ropar
- Ropar Punjab
- in/nishit-soni-687b11286
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Rainfall-Prediction-in-Australia-Object-localization-using-Pytorch
Rainfall-Prediction-in-Australia-Object-localization-using-Pytorch PublicEvaluated models (Linear Regression, KNN, Decision Trees, Logistic Regression, SVM) using Accuracy, Jaccard Index, F1-Score, LogLoss, MAE, MSE, and R2.
Jupyter Notebook 4
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Linear-Classifier-with-PyTorch-with-Transfer-Learning-
Linear-Classifier-with-PyTorch-with-Transfer-Learning- PublicTransfer Learning for Image Classification using PyTorch and ResNet-18. This project focused on classifying building cracks in images, leveraging pre-trained models to improve accuracy and efficien…
Jupyter Notebook 4
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Image-Denoising-using-AutoEncoders
Image-Denoising-using-AutoEncoders PublicTraining an autoencoder model on the Fashion MNIST dataset. Visualizing noisy input images and their denoised outputs.
Jupyter Notebook 3
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Number-Detection-in-Mnist-Dataset
Number-Detection-in-Mnist-Dataset PublicThis is a basic project focused on the MNIST dataset, with the capability to accept images from external sources as well.
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