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Statue of unity
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Final result
Inspiration
Neural Style Transfer is awesome
What it does
It inputs a source image and a style image, performs style transfer and displays output
How we built it
In this, we download and use a pretrained neural style transfer model by TensorFlow, then we preprocess images using TensorFlow preprocessing and finally apply style transfer and visualize the result.
Challenges we ran into
Preprocessing images was quite challenging, hosting with streamlit took some time as the format of images uploaded when processed using TensorFlow showed error because of image dtype issues
Accomplishments that we're proud of
Amazing Neural Style Transfer 🤩
What we learned
image preprocessing, using TensorFlow, deploying web app using streamlit
What's next for Explore Machine Learning
Try to build a custom model for style transfer
