Deep Learning Topics with Computer Vision & NLP

Overview

Deep learning Udacity Course

Deep Learning Topics with Computer Vision & NLP for the AWS Machine Learning Engineer Nanodegree Program

Tasks are mostly marked with TODO and solution files are the official files provided by Udacity while the corresponding files are my proposed solution.

Owner
Simona Mircheva
Experienced Business Manager and Data Advocate with a demonstrated history of working in the information technology and services industry.
Simona Mircheva
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[ICCV 2021] Instance-level Image Retrieval using Reranking Transformers

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fastai ulmfit - Pretraining the Language Model, Fine-Tuning and training a Classifier

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This project deals with a simplified version of a more general problem of Aspect Based Sentiment Analysis.

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Use PaddlePaddle to reproduce the paper:mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer

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Word2Wave: a framework for generating short audio samples from a text prompt using WaveGAN and COALA.

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Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

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