Code README deepfillv2 The PyTorch implementations and guideline for Gated Convolution based on ICCV 2019 oral paper: free-form inpainting (deepfillv2). We are focusing on Gated Conv so do not implement original paper completely, and implement it as a coarse-to-fine manner. ...
kyakuno deleted the deepfillv2_update_README.md branch February 28, 2022 09:16 Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment Reviewers kyakuno Assignees No one assigned Labels None yet Projects None yet Milestone No milestone Deve...
Paper:https://arxiv.org/pdf/1806.03589.pdf Code:https://github.com/JiahuiYu/generative_inpainting 普通CNN在inpainting的弊端 普通卷积的权重共享无差别的滑过所有pixels或feature。并不会区分是valid的或是带修补区域的,一并做统一处理。而待修补区域部分本身是没有语义信息的,是i... ...
GPU_ID:[2,3]#-1indicateselectanyavailableone,otherwiseselectgpuID,e.g.[0,1,3] 顺便提一下上一版deepfill v1的论文叫做Generative Image Inpainting with Contextual Attention,代码已经放出来了https://github.com/JiahuiYu/generative_inpainting。讨论区中有关于deepfill v2复现的讨论,值得一看。 deepfill v1...
Clone the deepfillv2 github project on your computer = git clone https://github.com/JiahuiYu/generative_inpainting Install tensorflow toolkit neuralgym (run pip install git+https://github.com/JiahuiYu/neuralgym) Generate masked images (link). I used NVIDIA Irregular Mask Dataset: Testing Set. ...
Install tensorflow toolkitneuralgym(runpip install git+https://github.com/JiahuiYu/neuralgym). Training: Prepare training images filelist and shuffle it (example). Modifyinpaint.ymlto set DATA_FLIST, LOG_DIR, IMG_SHAPES and other parameters. ...