ADDED MY DETAILS #104
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ADDED MY DETAILS #104
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This script defines an EmbeddingVisualizer class for generating and visualizing embeddings using PCA in 2D and 3D. It includes methods for creating random embeddings, plotting 2D and 3D scatter plots, and comparing different embedding dimensions.
…ngs and XGBoost This script implements a baseline classifier using XGBoost and ResNet50 for feature extraction. It includes methods for feature extraction, synthetic data creation, training, prediction, and evaluation.
Added methods to extract embeddings using ResNet50 and MobileNetV2. Updated plotting functions for better visualization and comparison of embeddings.
Implement DatasetSplitter class to split dataset into train, test, and eval sets.
Add DatasetSplitter for dataset splitting functionality
Issue opencodeiiita#58 - Add embedding-based scatter visualization
Issue opencodeiiita#74 - Baseline classification using ResNet embeddings and XGBoost
Refactor DatasetSplitter class for improved readability and error handling.
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Hey @prashant2007-wq Thanks for opening this PR 🚀. Mentor will review your pull request soon and till then, keep contributing and stay calm. Thanks for contributing in OpenCode'25 ✨✨! |
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Issue: #1
Added my enrolment number to participants/Contributor.txt, created my enrolment number folder inside participants/, and added a Jupyter Notebook with my name in the first cell as required.