📝 Convolutional Networks with Oriented 1D Kernels 🔭

"An image is represented as a matrix, and 2D convolution operates on the matrix in both horizontal and vertical directions at the same time, while 1D convolution only operates on either horizontal or vertical direction." [gal30b+] 🤖 #CV

⚙️ https://github.com/princeton-vl/Oriented1D
🔗 https://arxiv.org/abs/2309.15812v1 #arxiv

https://creative.ai/system/media_attachments/files/111/151/487/172/173/009/original/915ebb7f622be01c.jpg

https://creative.ai/system/media_attachments/files/111/151/487/226/470/012/original/77ce83058c459c02.jpg

https://creative.ai/system/media_attachments/files/111/151/487/280/091/650/original/0fcac33fefe78101.jpg

https://creative.ai/system/media_attachments/files/111/151/487/343/995/630/original/7a45be87fadf5317.jpg