Shypd.aiThe largest open index of AI toolspacnet is an open-source AI tool that implements Pixel-Adaptive Convolutional Neural Networks. It provides a framework for developing and experimenting with pixel-adaptive convolutions for tasks like joint upsampling and semantic segmentation.
Trending
About
pacnet is an open-source implementation of Pixel-Adaptive Convolutional Neural Networks, based on research presented at CVPR 2019 by NVIDIA Corporation. This Python-based tool, compatible with PyTorch, offers various PAC layers including PacConv2d, PacConvTranspose2d, PacPool2d, PacCRF, and PacCRFLoose. It enables researchers and developers to apply pixel-adaptive convolutions for tasks such as joint depth upsampling, joint optical flow upsampling, and semantic segmentation. The repository includes pre-trained models and scripts for training from scratch, making it a valuable resource for advanced computer vision research and development. It is licensed under the CC BY-NC-SA 4.0 license.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
