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University of Southern California
- in/rajnandinithopte
Highlights
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Machine-Learning_MarsFrostDetection
Machine-Learning_MarsFrostDetection PublicThis project applies deep learning and transfer learning to classify Martian HiRISE images for frost detection. A custom CNN + MLP model and pre-trained networks (EfficientNetB0, ResNet50, VGG16) w…
Jupyter Notebook
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Machine-Learning_Time-Series-Analysis
Machine-Learning_Time-Series-Analysis PublicThis project applies feature engineering and logistic regression for time series classification, optimizing performance through feature selection and cross-validation. It explores both binary and m…
Jupyter Notebook
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Multimedia-Systems-Design_Indexing-and-Retrieval-for-Video-Content
Multimedia-Systems-Design_Indexing-and-Retrieval-for-Video-Content PublicA Java-based system that identifies video frames by hashing and indexing them in JSON files. Given a query frame from an .rgb video, the system retrieves the matching video and timestamp, then play…
Java
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Socket-Programming--Computer-Networks
Socket-Programming--Computer-Networks PublicA UNIX socket programming project that implements a meeting scheduler using TCP and UDP communication. The system includes a client, main server, and two backend servers to process meeting requests…
C++
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Weather-Search-iOS-app--Tomorrow.io
Weather-Search-iOS-app--Tomorrow.io PublicA Swift-based iOS weather app utilizing Tomorrow.io API to fetch real-time weather data. Supports location-based search, city lookup with autocomplete, detailed weather forecasts, interactive chart…
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Operating-Systems_Weenix-Kernel-Development
Operating-Systems_Weenix-Kernel-Development PublicThis project involves the development of a UNIX-like operating system kernel (Weenix) in three phases, implementing process management, virtual memory, and file systems. It focuses on multithreadin…
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