DL Projects
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This repo contains following projects:
| Project | Description |
|---|---|
| Pytorch Tutorial I | Pytorch autograd functionality tutorial |
| Pytorch Tutorial II | Pytorch tensor manipulation tutorial |
| Pytorch Tutotial III | Pytorch dataset and dataloaders tutorial |
| Pytorch Tutorial IV | Pytorch dataloaders example for CIFAR 10 |
| Pytorch model for regression | Pytorch model for tabular data regression |
| Pytorch model for classification | Pytorch model for tabular data regression |
| Monkey Species Classifier | DL based classifer which classifies image among 10 Monkey species |
| Pothole Detection | Classifies if the road in the image has hole or not |
| Stock Market Price Prediction | Stock Price prediction based on historical data and LSTM |
| English to Hindi Transliteration | English to hindi transliteration using LSTM (wihtout attention mechanism) |
| English to Hindi Transliteration with attention | English to hindi transliteration using LSTM and attention mechanism |
| Spacy Tutorial | Text manipulation with spacy |
| Baby names generation | Text generation using LSTM |
| Text classification using BERT | Sentiment classification for comments on google playstore |
| Image Captioning using Resnet and LSTM | Show, attend and tell on flicker 8K dataset |
| BERT NER | Named Entity Recognition using finetuned base BERT model |
| BERT NER TPU | NER with pytorch lightning and TPU |
| Abstractive Text Summarization | News to headline |