Official PyTorch implementation of SegFormer. Contribute to NVlabs/SegFormer development by creating an account on GitHub.
PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc. ...
PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc. ...
git clone https://github.com/NVlabs/SegFormer.git mkdir ckpt ## 下载权重 ls ckpt/ segformer.b1.1024x1024.city.160k.pth 预训练权重 ---> ONNX权重 mkdir onnx/ python tools/pytorch2onnx.py local_configs/segformer/B1/segformer.b1.1024x1024.city.160k.py --checkpoint ckpt/segformer.b1.1024x...
Pytorch 1.10.0torchvision 0.11.1 MMCV-full 1.3.0 其中在安装MMCV-full过程中还遇到了很多问题,主要是版本不适配的原因导致的。 在安装好环境后,首先从Github下载SegFormer的项目工程: github.com/NVlabs/SegFo 然后进去SegFormer目录: pip install -r requirements.txt pip install -e . --use 安装需要的依赖...
Python 3.6+ PyTorch 1.5+ torchvision CUDA 9.2+ (If you build PyTorch from source, CUDA 9.0 is also compatible) GCC 5+ mmcv-full==1.3.4 mmdet==2.12.0 # higher version may not work timm==0.4.5 einops==0.3.0 Pillow==8.0.1 opencv-python==4.5.2note...
代码链接:GitHub - NVlabs/SegFormer: Official PyTorch implementation of SegFormer 背景信息 语义分割属于密集预测问题,其需要预测图像上每一个像素点的分类。语义分割任务中常用的框架是encoder-decoder。encoder提取图像的特征,decoder将提取的特征解析为类别。
- pytorch==1.10.0 - torchvision==0.11.0 - mmcv-full==1.3.0 2.1一些遇到的bug解释: 1.最核心的问题就是各个配置的版本一定要匹配,这个要格外注意。 查找CUDA,torch与torchvision对应版本:Previous PyTorch Versions | PyTorch 示例 mmcv要求 注意下载CUDA时需要更改域名 2.在下载的过程中可能会下的很慢,国内...
diam_mean=self.diam_mean) state_dict = torch.load(filename, map_location=torch.device("cpu")) self.load_state_dict( dict([(name, param) for name, param in state_dict.items()]), strict=False) except Exception as e: print(e) print("need to install segmentation_models_pytorch to run...
代码地址:GitHub - NVlabs/SegFormer: Official PyTorch implementation of SegFormer SegFormer is a simple, efficient and powerful semantic segmentation method, as shown in Figure 1. We use MMSegmentation v0.13.0 as the codebase. SegFormer is on MMSegmentation. ...