MTP_Video_Style_Transfer

Implementation of Neural and Coherent Style Transfer for Video.

Reference image

Report

• Report link
• Overleaf link

Results

• Approach 1
• Approach 2
• Approach 3

References

• https://github.com/trendmaster1/FastVideoStyleTransfer
• https://github.com/safwankdb/ReCoNet-PyTorch
• Gatys, L.A., Ecker, A.S., Bethge, M : A neural algorithm of artisticstyle. arXiv preprint arXiv:1508.06576 (2015)
• Justin Johnson, Alexandre Alahi, Li Fei-Fei : Perceptual Losses for Real-Time Style Transfer and Super-Resolution. arXiv:1603.08155v1 (2016)
• Chang Gao, Derun Gu, Fangjun Zhang, Yizhou Yu : ReCoNet: Real-time Coherent Video Style Transfer Network. arXiv:1807.01197v2 (Nov2018)
• Gatys, L.A., Ecker, A.S., Bethge, M : Texture synthesis using convolutional neural networks. In: Advances in Neural Information Processing Systems 28. (May 2015)
• Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky : Instance Normalization: The Missing Ingredient for Fast Stylization. arXiv:1607.08022v3(Nov 2017)