url="https://github.com/openvinotoolkit/anomalib/releases/download/efficientad_pretrained_weights/efficientad_pretrained_weights.zip", hash="ec6113d728969cd233271eeed7d692f2", ) class TransformsWrapper: def __init__(self, t: A.Compose): self.transforms = t def __call__(self, img, *arg...
unofficial version of EfficientAD. Contribute to rximg/EfficientAD development by creating an account on GitHub.
github.com/rximg/Effici,这个代码的作者的知乎是草莓,博主相应的文章如下:草莓:EfficientAD论文解读,效果SOTA有源码 github.com/nelson1425/E 摘要 检测图像中的异常是一项重要的任务,特别是在实时计算机视觉应用中。在这项工作中,作者专注于计算效率,并提出了一个轻量级的特征提取器,在现代 GPU 上处理单帧图像仅需...
论文:https://arxiv.org/pdf/2303.14535v1.pdf 复现代码路径:GitHub - rximg/EfficientAD: unofficial version of EfficientAD 方法原理简述 网络结构 网络结构不复杂,在基本的ST网络的结构上增加了一个AE分支,引入Autoencoder的目的是为了提高模型对逻辑缺陷的认知能力。这个分支的灵感来源是GCAD这个网络,这个网络附...
源码仓库:https://github.com/nelson1425/EfficientAD 数据集 EfficientAD 需要用到 ImageNet 数据集蒸馏初始的教师网络,也会用到异常检测数据集 MVTec AD 数据 这里我下载了飞桨的ImageNetMini和MVTec AD 数据集 将ImageNet 数据集随机划分到40个文件夹中,放到代码根目录imagenet_train文件夹中 ...
”. Since combinatorial DNA synthesis technology is not yet available, we demonstrated the combinatorial approach using Gibson assembly as an ad-hoc imitation for combinatorial synthesis. We constructed two combinatorial sequences, each containing a barcode and four payload cycles over a binomial ...
git clone https://github.com/microsoft/TaskWeaver.git cd TaskWeaver pip install -r requirements.txt # install the requirements Once the installation is finished, users can configure key parameters, such as the LLM endpoint, key and model, and start the TaskWeaver service...
The ability to precisely install the APOE Christchurch allele in relevant cells in vivo could help illuminate the mutation’s influence on AD pathology. To develop a strategy for the installation of APOE3 R136S, we first optimized a prime editing strategy for this mutation in HEK293T cells, ...
with BWA (v0.7.17) [58]. Samtools (v1.9) [59] was used to filter multiple mapping reads and sort BAM files by read name. The picard program (v2.1.1) (http://broadinstitute.github.io/picard/) was used to mark duplicative reads, and the Genome Analysis Toolkit (GATK v4.1) [60]...
https://github.com/ROCmSoftwarePlatform/composable_kernel/tree/40942b909801dd721769834fc61ad201b5795... TensorRT GitHub repository.https://github.com/NVIDIA/TensorRT FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.https://arxiv.org/abs/2205.14135 ...