Approximately 40% of the remaining mistakes can be classified as ‘major’ errors: errors that most humans would likely not make, suggesting that many of the long-tailed mistakes aren’t simply label noise, but legitimate mistakes that leave room for improvement. 剩下的模型预测错误基本都是细...
31 n01644373 青蛙, tree frog, tree-frog32 n01644900 青蛙, tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui33 n01664065 龟, loggerhead, loggerhead turtle, Caretta caretta34 n01665541 龟, leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea35 n01667114 龟, mud...
ImageNet Long-Tailed is a subset of /dataset/imagenet dataset consisting of 115.8K images from 1000 categories, with maximally 1280 images per class and minimally 5 images per class. The additional classes of images in ImageNet-2010 are used as the open
ImageNet图像分类-01-MobileNet-ONNX 基于 ImageNet 数据集,可以对 1000 个类别的物体进行分类。 MobileNet 是一种轻量化的卷积神经网络模型,旨在在计算资源有限的设备上实现高效的图像分类和目标识别。 MobileNet 通过使用深度可分离卷积来减少模型中的参数数量,从而大大减小了模型的大小和计算复杂度。深度可分离卷积...
"300": ["n02165105", "tiger_beetle"], "301": ["n02165456", "ladybug"], "302": ["n02167151", "ground_beetle"], "303": ["n02168699", "long-horned_beetle"], "304": ["n02169497", "leaf_beetle"], "305": ["n02172182", "dung_beetle"], "306": ["n02174001", "rhinocer...
作者发现在下列两种情况下标签平滑会失效或者没那么有效: 1、数据集呈现长尾分布的时候(long-tailed); 2、类别数目变多的时候。 75110 【ImageNet最后的冠军】颜水成:像素级标注数据集将引领计算机视觉下一个时代 他不认为Web Vision是最终取代ImageNet的数据集,他认为需要一个像素级、多标签的数据集才可能引...
"300": ["n02165105", "tiger_beetle"], "301": ["n02165456", "ladybug"], "302": ["n02167151", "ground_beetle"], "303": ["n02168699", "long-horned_beetle"], "304": ["n02169497", "leaf_beetle"], "305": ["n02172182", "dung_beetle"], "306": ["n02174001", "rhinocer...
pythoncomputer-visionpytorchnvidiarepresentation-learningcvpriccviclrcifar100longtaillong-tailfeature-generationiithpytorch-implementationiiithmini-imagenetlong-tailed-recognitionlong-tail-datasetslong-tailed-detectionicvgip-2021 UpdatedNov 21, 2022 Jupyter Notebook ...
pytorchcocolvislong-tailed-recognitionlong-tailed-detectionimagenet-ltplaces-ltcifar-lt UpdatedOct 17, 2023 Python Add a description, image, and links to theimagenet-lttopic page so that developers can more easily learn about it. To associate your repository with theimagenet-lttopic, visit your...
long-horned_beetle 昆虫 304 n02169497 leaf_beetle 昆虫 305 n02172182 dung_beetle 昆虫 306 n02174001 rhinoceros_beetle 昆虫 307 n02177972 weevil 昆虫 308 n02190166 fly 昆虫 309 n02206856 bee 昆虫 310 n02219486 ant 昆虫 311 n02226429 grasshopper 昆虫 312 n02229544 cricket 昆虫 313 n02231487...