可以通过运行python -m detectron2.utils.collect_env来检查当前CUDA版本。 如果CUDA版本不匹配,需要卸载当前版本并安装与Detectron2兼容的版本。 确保安装了GCC、CMake等必要的编译器和构建工具。 确认PyTorch版本兼容性: Detectron2依赖于PyTorch,因此必须确保PyTorch的版本与De
###faster_rcnn_R_50_FPN.yaml_BASE_:"../Base-RCNN-FPN.yaml"MODEL:WEIGHTS:"detectron2://ImageNetPretrained/MSRA/R-50.pkl"MASK_ON:FalseRESNETS:DEPTH:50ROI_HEADS:NUM_CLASSES:20... 代码语言:javascript 复制 ###../Base-RCNN-FPN.yamlMODEL:META_ARCHITECTURE:"GeneralizedRCNN"BACKBONE:NAME:"...
配置detectron2时,运行到python setup.py build develop时,warning: Warning: GeForce RTX 3070 with CUDA capability sm_86 is not compatible with the current PyTorch installation. The current PyTorch install supports CUDA capabilities sm_37 sm_50 sm_60 sm_61 sm_70 sm_75 compute_37. If you want ...
首先在detectron2中定义好如下(实际上已经定义了): # detectron2/modeling/backbone/build.py BACKBONE_REGISTRY = Registry('BACKBONE') 之后在你创建的新的文件下按如下方式创建你的backbone # detectron2/modeling/backbone/your_backbone.py from .build import BACKBONE_REGISTRY # 方式1 @BACKBONE_REGISTRY.registe...
detectron2.engine.default.DefaultTrainer在其__init__(self, cfg)函数中定义了解析cfg。如下面代码所示,cfg会作为参数倍若干个build_*方法解析,得到解析后的model,optimizer,data_loader等。 from detectron2.modeling import build_model class DefaultTrainer(SimpleTrainer): def __init__(self, cfg): """ ...
文件路径:/detectron2/engine/default.py 类中build_train_loader主要调用build_detection_train_loader(cfg,mapper=None)函数,因此接下来重点分析该函数 该函数所在文件路径:/detectron2/data/build.py build_detection_train_loader函数功能,官方定义如下: 代码语言:javascript 代码运行次数:0 运行 AI代码解释 def buil...
Detectron2代码阅读笔记-(一)中已经提到过一连串的Trainer的继承关系如下: tools.train_net.Trainer->detectron2.engine.default.DefaultTrainer->detectron2.engine.train_loop.SimpleTrainer->detectron2.engine.train_loop.TrainerBase,而detectron2.engine.default.DefaultTrainer在其...
Can be used as a library to supportdifferent projectson top of it. We'll open source more research projects in this way. Ittrains much faster. See ourblog postto see more demos and learn about detectron2. Installation SeeINSTALL.md. ...
Im trying to get detectron2 up and running on my system, with Windows 10, VS 2019 (in package with 2015 and 2017), CUDA 10.1, Pytorch 1.3, Python 3.7. Im trying to build detectron2 via setup_py, and recieve the initial error mentioned: 1...
使用conda安装的cuda runtime和cudatoolkit显然是最基本的，并且在安装依赖于cuda的软件包（如detectron2...