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首页商品条形码识别数据集 - YOLO训练支持与文件解析
资源摘要信息:"该资源为一款专为商品条形码识别设计的数据集,其格式遵循YOLO与VOC标准。本数据集包含3748张图片,每张图片都配有相应的.txt格式标签文件、yaml文件以及.xml格式标签文件。该数据集已经被细分为训练集、验证集和测试集,便于研究者或开发者直接应用于YOLO系列算法,如YOLOv5至YOLOv10等的模型训练过程。 数据集中的图片来自各种环境下的商品条形码,且标注精确,用于训练目标检测模型时,可以帮助算法学习识别商品条形码的能力。这些条形码通常用于追踪商品信息,包括价格、品牌、类型等,是零售行业自动化识别系统中的重要组成部分。 YOLO系列模型是一类流行的实时目标检测算法,其模型结构设计用于快速准确地在图片中识别多个对象。它的工作原理是将图片划分成一个个网格,每个网格负责预测边界框和概率,即该网格中是否含有目标对象以及目标对象的类别和位置。 本数据集的标签文件采用VOC格式,这是由Pascal Visual Object Classes挑战赛产生的一种广泛使用的标注格式,通常包含目标的类别信息以及边界框信息。同时,数据集还提供了yaml文件,用于指定数据集的类别信息,这对数据处理和模型训练都是必要的。 本数据集特别适用于深度学习领域,其中的商品条形码识别任务是深度学习和计算机视觉中的一个重要应用。通过这类数据集的训练,可以实现各种零售自动化应用,如自动结账系统、库存管理、产品信息检索等。随着机器学习技术的不断进步,商品条形码识别的准确率和速度正在不断提升,对零售业的数字化转型起到了重要作用。 综上所述,这份数据集是研究和开发商品条形码识别模型的宝贵资源,能够帮助开发者提升算法的性能和效率,并推动相关技术在零售领域的广泛应用。"
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<数据集>商品条形码识别数据集<目标检测> (2000个子文件)
20221110_171149_jpg.rf.fd2e619fc669a428488ca7ce0c5ee223.txt 157B
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20221110_171548_jpg.rf.d398317bb09da7e8d1008b2a869c643f.txt 158B
20221110_171359_jpg.rf.4597c98f2264d16514b468b7f92f96b8.txt 318B
20221110_173249_jpg.rf.3a5afb931e572459cae45903863c23f0.txt 158B
20221110_171717_jpg.rf.fc873e1883bfb4b39d243bf2af74ef21.txt 240B
20221110_172520_jpg.rf.c2eb6ac69f69eadb77c0ed78f6c5fcd8.txt 158B
20221110_172531_jpg.rf.335ed9fe9ac969da716cee8fd582aec9.txt 160B
20221110_171008_jpg.rf.0ca81ffa690b376de890a1e323211903.txt 158B
20221110_172609_jpg.rf.e3f14915094219433bfd210c738b8d7a.txt 160B
4000508045752-02_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.b76a845a7ffcaf0fbb543ca0d5813ea3.txt 317B
20221110_171824_jpg.rf.cedf7198bbaae3abc99b1b33a6b0ced0.txt 162B
20221110_171429_jpg.rf.e31ece57d9f34732fd4d23be14c49a15.txt 237B
20221110_172457_jpg.rf.ffb67bf5ede2bd99a65f28ed7a9b6e7f.txt 158B
20221110_171552_jpg.rf.74899ea405e98e368567231c9da3d140.txt 158B
20221110_170653_jpg.rf.ebee3b97db78ba7dd7416ffd5eb7d208.txt 160B
20221110_171709_jpg.rf.22826043b168b64bb52538fad315b41c.txt 235B
20221110_173041_jpg.rf.d8a3d12a36e77e8006b6ae4bd43a4c94.txt 157B
20221110_171717_jpg.rf.745adf03a739bc6e8aca3bb06bf19649.txt 237B
20221110_171403_jpg.rf.c923f8094a73be2cd74f06739bae36f6.txt 321B
20221110_172459_jpg.rf.d0407472b9906e116102eb07c0223034.txt 161B
20221110_172615_jpg.rf.0bf5ca2acce09385c090666d04d9652d.txt 158B
20221110_171315_jpg.rf.86c9c5af7f9f7107da72c32978b6c917.txt 158B
20221110_172615_jpg.rf.7d673a6c1e618c038af8eefa17d5bc17.txt 158B
20221110_171709_jpg.rf.b035712c2d20937df796d6ae4c8b459e.txt 239B
20221110_171700_jpg.rf.bd51c1910771de8c4a93785e4e93d9d9.txt 239B
20221110_171308_jpg.rf.31572ce9dccaac65f69bf256678bdd38.txt 160B
20221110_171014_jpg.rf.3690cb8bf5ef0a172588d784c28d9668.txt 158B
20221110_171709_jpg.rf.b13c7c3919d140e0ba61852942651607.txt 241B
20221110_171344_jpg.rf.c2d6bfa565598c0be6a12ae440da8453.txt 159B
20221110_171410_jpg.rf.f024129822ae165e3c2bbb8661d5b729.txt 160B
20221110_173416_jpg.rf.7f144c93c227fd3e6b5802756a16c9b7.txt 159B
20221110_172513_jpg.rf.bdd26f8cd0a72a2cc8c802f9584a610a.txt 161B
20221110_172002_jpg.rf.3ae3ca13bfe0a39f7e0e45670cfc893a.txt 237B
20221110_171008_jpg.rf.4ba4524f7695225d42712bf41605f8aa.txt 159B
20221110_171151_jpg.rf.5028e3d6127350570b86a81d5632b529.txt 158B
20221110_171637_jpg.rf.47a06991588d245eb886c4e850831fca.txt 158B
20221110_171308_jpg.rf.f56132d0f5110dcfad0def9d6bb31a70.txt 159B
4000508045752-02_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.9a2134d497b19a232dd797ebcf01b107.txt 319B
20221110_172718_jpg.rf.59f6a43bda8bfa4fd3e06b91f6bec3f7.txt 159B
20221110_171149_jpg.rf.cb9c5d9edc7b44a72a88e6b48dc9e657.txt 157B
20221110_171952_jpg.rf.6d4e8fab461d8140567568f72d079907.txt 160B
20221110_170902_jpg.rf.67230397946a7e9a4332c4fd17e068fe.txt 159B
20221110_172420_jpg.rf.adb8e1c305b410f24a450b34d4b21c14.txt 161B
20221110_171631_jpg.rf.3b154ac951a84f540ffd3b3134b94b24.txt 158B
20221110_172648_jpg.rf.1774305d4a27886832a995691cb4ee5e.txt 159B
20221110_170853_jpg.rf.b22ae1a05258a8ac6ca89b70bf213530.txt 161B
20221110_171552_jpg.rf.20941e586bb3849d2700983d6109b721.txt 158B
20221110_171429_jpg.rf.6f40f8bc0edde22b66efaa4c1ab89411.txt 239B
20221110_172423_jpg.rf.9003fbb3a7a1a28a9c2180406fbf61be.txt 161B
20221110_172412_jpg.rf.2b94e26a6bbe00939bbfb6af65df4f0a.txt 158B
2200458003693-01_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.e4260b01b9b03dbd3d35e442836052ac.txt 157B
4000508045752-02_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.ceb3042bb309bcb82bef4292c9a085be.txt 316B
2200458003693-01_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.e18a7229c0eee2a04f16b5147472baff.txt 158B
20221110_172609_jpg.rf.9dbb4fd0ac51fe7de0c75ce883d27332.txt 158B
20221110_172652_jpg.rf.b9ac247c389eb63dad3bca942684b622.txt 162B
20221110_171717_jpg.rf.8559a6004d1c80e2ec5981a3e4240356.txt 237B
20221110_171546_jpg.rf.f6bb6b87f4a4f63b9d9b28d5f3b8514c.txt 159B
20221110_170945_jpg.rf.d765db65b8b174b79a35976ddee96225.txt 158B
20221110_172632_jpg.rf.0863637ad242203c50434473245f48bd.txt 160B
20221110_170752_jpg.rf.397fd06f8cf05682bf7131dc1beba4c5.txt 157B
3276230002498-01_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.c54a21f1b5d0fd0286a0a065afa198da.txt 159B
20221110_171355_jpg.rf.4b7f7a86751f7afbb8f3bbca9e87a5cf.txt 164B
4000508045752-02_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.df36c3e4ebdd513e808dd23f41b9e052.txt 314B
20221110_172718_jpg.rf.6d439cedc42ee1a249530870c3929eb7.txt 160B
20221110_172002_jpg.rf.ff3dab170eca74b0ebb148dd6e20180b.txt 239B
20221110_170853_jpg.rf.60fdd59c31527bd1dffd9ce760b77d78.txt 158B
20221110_171359_jpg.rf.409b9b3c65b730541e777d5f6e415641.txt 319B
20221110_171410_jpg.rf.c12b02c2f3a24e8139a1754f433bb958.txt 160B
20221110_172613_jpg.rf.d83f0243a1f231d7af2ada6413a63a5d.txt 158B
20221110_171700_jpg.rf.afaa8b4aed0e7fb2e6ea420620cb9439.txt 238B
20221110_171548_jpg.rf.d2ac879ced005987572cda6aae616e3e.txt 160B
20221110_172636_jpg.rf.206e697ff3ab54f926c3840f838d6f29.txt 159B
20221110_171610_jpg.rf.04b14dec51d185c5f06cf26cb0952bc1.txt 160B
20221110_172629_jpg.rf.431fdacae8eeafd8cde1ca777c7058a1.txt 161B
20221110_171640_jpg.rf.13f91baf1c25a67f2eb246f44efae994.txt 160B
20221110_171151_jpg.rf.f8f974cbcd89445bb74f021340c92857.txt 160B
20221110_171546_jpg.rf.b11aa5565bf881908bfdd9459c5f54ea.txt 159B
4000508045752-02_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.61f844abdab0e9803fce4f0ca1ac1307.txt 317B
20221110_172806_jpg.rf.30f856d36dae0a251c18bea4095ee8d6.txt 159B
20221110_172527_jpg.rf.a09631ecfb275c06254614a05cbcf4b0.txt 160B
20221110_171610_jpg.rf.0b749290b0714334402b1f3ae9fbfca4.txt 160B
20221110_172409_jpg.rf.bde01c1712d73e659781e24bbb5e3ef2.txt 159B
20221110_173416_jpg.rf.104e8d3afcc5f272753c36dc81e4b777.txt 160B
20221110_171952_jpg.rf.fb134efec5a1bf989cd7336797d421f8.txt 158B
20221110_171607_jpg.rf.5b87c81a06721833e90997fc70d93746.txt 159B
20221110_170653_jpg.rf.f8885f7d78c7fe9fa2b8688eaf45d9e8.txt 157B
20221110_173255_jpg.rf.2fdb6af3d84be825d37e6f70fdef3a40.txt 160B
20221110_171410_jpg.rf.e1016a6ed9b4dff553643b58b51dba4a.txt 160B
20221110_171824_jpg.rf.42a5b447064b98b71148b6a612e6fc82.txt 158B
20221110_172752_jpg.rf.dd928987bb6f032b9118ce7f740e676a.txt 157B
4000508045752-02_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.55b9f6d1743f28a217e7fae9e0bcd615.txt 319B
20221110_172412_jpg.rf.f2736cd7783aa8e5910ca09a0f755289.txt 159B
20221110_173124_jpg.rf.0c9da20d88355f8cdc8cbcc634b78a1c.txt 159B
3083680012294-01_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.0689463000895d32cfc8b3aca81d8661.txt 159B
4000508045752-02_N95-2592x1944_scaledTo640x480bilinear_jpg.rf.0f53169bbcda6ba97224a17d8125691c.txt 320B
20221110_173416_jpg.rf.a62294d77c9d393acc896a05237be31f.txt 158B
20221110_171344_jpg.rf.8104d501d809f47efbfb6b3427d9c79a.txt 159B
20221110_173121_jpg.rf.397c093c9eb7ada57c7a51da763d83e9.txt 160B
20221110_171640_jpg.rf.31a01417d7a5d7aeaa250bede9c308b9.txt 158B
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