Deep Learning Projects using PyTorch

This space is to tune my practical deep learning skills.

[Image] Fashion MNIST Dataset - Multi Class Image Classification using modified LeNet [Link]
[Text] Language Words Dataset - Multi Class Word Classification using character level LSTM [Link]
[Text] US Baby Names Dataset - Name Generation using character level LSTM [Link]
[Image] Neural Style Transfer using pre trained VGG19 Net [Link]
[Image + Text] CAPTCHA Dataset - Text Recognition with CRNN using pre trained RESNET and Bi-GRU [Link]
[Image] Cityscape Image Pairs Dataset - Image Segmentation with UNet [Link]

Name		Name	Last commit message	Last commit date
Latest commit History 57 Commits
1-Multi-Class-Image-Classification-Fashion-MNIST.ipynb		1-Multi-Class-Image-Classification-Fashion-MNIST.ipynb
2-Multi-Class-Word-Language-Classification.ipynb		2-Multi-Class-Word-Language-Classification.ipynb
3-Baby-Name-Generation.ipynb		3-Baby-Name-Generation.ipynb
4-Neural-Style-Transfer.ipynb		4-Neural-Style-Transfer.ipynb
4-Neural-Style-Transfer.pdf		4-Neural-Style-Transfer.pdf
5-Captcha-Text-Recognition-With-CRNN.ipynb		5-Captcha-Text-Recognition-With-CRNN.ipynb
6-Image-Segmentation-with-UNet.ipynb		6-Image-Segmentation-with-UNet.ipynb
LICENSE		LICENSE
README.md		README.md

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