seg_ofade20k 语义分割图 今日,第34届人工智能顶级会议AAAI 2020正式开幕(2月7日-2月12日在美国纽约举办)。AAAI(Association for the Advance of Artificial Intelligence——美国人工智能协会)是人工智能领域的主要学术组织之一,其年会每年都吸引了大量来自学术界和产业界的研究员、开发者投稿,参会。 商汤科技研究团...
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此外,认识到从中间层特征提取的层次语义对闭集语义分割的重要性,ERR-Seg引入了层次语义模块(HSM),以在OVSS的背景下利用层次语义。在ADE20K-847设置下,与先前最先进的方法相比,ERR-Seg实现了mIoUmIoU提升+5.6%,并将延迟减少了67.3%。
首先确定在mask or label 中,index范围是否和classes number 匹配,ex:8 classes, mask index范围为[0:7]; 其次确定mask or label 的channel为1,利用print(cv2.imread(label_name,-1).shape),确定label shape为[weight, hight],而不是[weight, hight, channel],修改label channel的方式: def change_label_ch...
For in-domain eval- uation, we evaluate our model on ADE20K [65], PASCAL VOC [12], and PASCAL-Context [40] datasets. ADE20K has 20k training and 2k validation images, with two sets of categories: A-150 with 150 frequent classes and A-847 with 847 classes ...
I ran the following command. ./train_net.py \ --config-file configs/ade20k-150/maskformer_R50_bs16_160k.yaml \ --num-gpus 1 SOLVER.IMS_PER_BATCH 2 SOLVER.BASE_LR 0.0001 Then I got the following error. What should I do? Traceback (most re...
(num_classes_list=num_classes_list, pretrained="https://bj.bcebos.com/paddleseg/dygraph/cityscapes/ddrnet23_cityscapes_1024x1024_120k/pretrain/model.pdparams") # loss loss_city_fn = paddleseg.models.losses.CrossEntropyLoss(ignore_index=255) loss_ade_fn = paddleseg.models.losses.CrossEntropyLoss...
CVPR 2023 FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation - History for run_ade20k.sh - lightas/FedSeg
On the ADE20K dataset, PP-MobileSeg achieves 1.57% higher accuracy in mIoU than SeaFormer-Base with 32.9% fewer parameters and 42.3% faster acceleration on Qualcomm Snapdragon 855. Source codes are available at https://github.com/PaddlePaddle/PaddleSeg/tree/release/2.8. 展开 ...
we learn pixel embeddings to simultaneously optimize for high intra-class feature affinity while increasing discrimination between features across different classes. Our method, Box2Seg, achieves state-of-the-art segmentation accuracy on PASCAL VOC 2012 by significantly improving the mIOU metric by2.1%co...