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University of Southern California
- Bellevue
- in/anthony-prajwal
- @anto_praju
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Deep-Learning-CSCI-599-Assignment-1
Deep-Learning-CSCI-599-Assignment-1 PublicForward and Backward Pass of the neural Network, Activation Functions, Optimizer Implementations, Tensorflow, Transfer Learning, Grad-CAM.
Jupyter Notebook 5
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Machine-Learning-Course---Stanford
Machine-Learning-Course---Stanford PublicLinear Regression, Logistic Regression, K-means Clustering, PCA, SVM, Multi-Classification; Implemented Applications - Recommendation Systems, Spam Classifier
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Web-Technologies-CSCI-571-
Web-Technologies-CSCI-571- PublicCustom dynamic Website - Technologies used: HTML, CSS, AngularJS, PHP, NodeJS, JSON
Java 1
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Deep-Learning-CSCI-599-Assignment-2
Deep-Learning-CSCI-599-Assignment-2 PublicImplement Neural network training procedure for Recurrent Neural Networks (RNNs), Language modeling using RNNs, Implement generative model, Generative Adversarial Networks (GANs)
Jupyter Notebook 1
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Crowd-Analysis-by-Face-Recognition-and-Expression-Detection
Crowd-Analysis-by-Face-Recognition-and-Expression-Detection PublicThe project presents a hybrid model of face recognition and expression detection for analyzing crowd behaviour. Implemented Multi-Label Convolutional Neural Network on our own curated dataset of 50…
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Deep-Learning-Specialization-Stanford-Coursera
Deep-Learning-Specialization-Stanford-Coursera PublicConvolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization. Case Studies on healthcare, autonomous driving, sign language reading, music generation, and natural language…
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