📝 Investigating Shift Equivalence of Convolutional Neural Networks in Industrial Defect Segmentation 🔭

"A novel pair of down/upsampling layers is proposed as a replacement for the conventional sampling layers in CNNs: component attention polyphase sampling (CAPS)." [gal30b+] 🤖 #CV

⚙️ https://github.com/xiaozhen228/CAPS
🔗 https://arxiv.org/abs/2309.16902v1 #arxiv

https://creative.ai/system/media_attachments/files/111/165/798/971/534/419/original/8cd4a8fcbce7b439.jpg

https://creative.ai/system/media_attachments/files/111/165/799/025/905/945/original/4b49f2fa6fb6f123.jpg

https://creative.ai/system/media_attachments/files/111/165/799/102/599/283/original/5b8b7a2e8f97b575.jpg

https://creative.ai/system/media_attachments/files/111/165/799/191/951/888/original/0ec7bfb8a8569da8.jpg