Deep learning models have shown remarkable success in tasks such as image classification and object detection. But they can also be used to generate artistic outputs, such as sketches. One such model is Artline, which is a deep-learning model that can convert images into sketches. Artline uses a technique called "style transfer" to convert images into sketches. Style transfer involves taking the content of an image and combining it with the style of another image to create a new, composite image.

Mail me for a modified Apdrawing dataset. The highlight of the project is in producing synthetic data, thanks to pyimagesearch.com for wonderful blogs.

To produce high line art portraits, ArtLine applies deep learning algorithms. This algorithm, uses Anime line art pair, produces higher-quality images than previous approaches based on the PyTorch and FastAI libraries. However, in order to produce decent results, this project requires clean or plain backdrops with good lighting. ArtLine is a line art generator that uses Deep-Learning algorithms to transform your image into a line art. Check out our descriptive video on Youtube: https://youtu.be/kwMmIC646a4