MIDS_tinytags:使用 Spark、ML 和 solr 标记整个 8000 万个微型图像数据集并使其可搜索-源码

[{"title":"（ 94 个子文件 165.97MB ） MIDS_tinytags:使用 Spark、ML 和 solr 标记整个 8000 万个微型图像数据集并使其可搜索-源码","children":[{"title":"MIDS_tinytags-master","children":[{"title":"MLProcessing.py <span style='color:#111;'> 3.49KB </span>","children":null,"spread":false},{"title":"cifar_explore.ipynb <span style='color:#111;'> 1.63MB </span>","children":null,"spread":false},{"title":"BinFileSplit.py <span style='color:#111;'> 421B </span>","children":null,"spread":false},{"title":"webapp","children":[{"title":"app.py <span style='color:#111;'> 2.76KB </span>","children":null,"spread":false},{"title":"requirements.txt <span style='color:#111;'> 145B </span>","children":null,"spread":false},{"title":"templates","children":[{"title":"index.html <span style='color:#111;'> 11.05KB </span>","children":null,"spread":false},{"title":"about.html <span style='color:#111;'> 3.55KB </span>","children":null,"spread":false},{"title":"backbone.html <span style='color:#111;'> 1.85KB </span>","children":null,"spread":false}],"spread":true},{"title":"static","children":[{"title":"img","children":[{"title":"automobile.png <span style='color:#111;'> 3.97KB </span>","children":null,"spread":false},{"title":"ship.png <span style='color:#111;'> 3.20KB </span>","children":null,"spread":false},{"title":"airplane.png <span style='color:#111;'> 3.54KB </span>","children":null,"spread":false},{"title":"bird.png <span style='color:#111;'> 2.91KB </span>","children":null,"spread":false},{"title":"kunal.jpg <span style='color:#111;'> 6.88KB </span>","children":null,"spread":false},{"title":"cat.png <span style='color:#111;'> 3.97KB </span>","children":null,"spread":false},{"title":"frog.png <span style='color:#111;'> 4.14KB </span>","children":null,"spread":false},{"title":"erin.jpg <span style='color:#111;'> 77.83KB </span>","children":null,"spread":false},{"title":"horse.png <span style='color:#111;'> 3.98KB </span>","children":null,"spread":false},{"title":"tag.png <span style='color:#111;'> 3.26KB </span>","children":null,"spread":false},{"title":"sharon.jpg <span style='color:#111;'> 26.93KB </span>","children":null,"spread":false},{"title":"deer.png <span style='color:#111;'> 3.66KB </span>","children":null,"spread":false},{"title":".thumbnails","children":[{"title":"tag.png.png <span style='color:#111;'> 9.74KB </span>","children":null,"spread":false}],"spread":false},{"title":"dog.png <span style='color:#111;'> 3.82KB </span>","children":null,"spread":false},{"title":"truck.png <span style='color:#111;'> 3.55KB </span>","children":null,"spread":false},{"title":"tag_original.png <span style='color:#111;'> 4.12KB </span>","children":null,"spread":false},{"title":"zach.png <span style='color:#111;'> 1.19MB </span>","children":null,"spread":false},{"title":"nitin.jpg <span style='color:#111;'> 14.29KB </span>","children":null,"spread":false}],"spread":false},{"title":"js","children":[{"title":"bootstrap-select.js.map <span style='color:#111;'> 28.08KB </span>","children":null,"spread":false},{"title":"i18n","children":[{"title":"defaults-pt_BR.min.js <span style='color:#111;'> 532B </span>","children":null,"spread":false},{"title":"defaults-es_CL.js <span style='color:#111;'> 582B </span>","children":null,"spread":false},{"title":"defaults-ru_RU.js <span style='color:#111;'> 677B </span>","children":null,"spread":false},{"title":"defaults-nl_NL.js <span style='color:#111;'> 579B </span>","children":null,"spread":false},{"title":"defaults-it_IT.js <span style='color:#111;'> 579B </span>","children":null,"spread":false},{"title":"defaults-fr_FR.min.js <span style='color:#111;'> 816B </span>","children":null,"spread":false},{"title":"defaults-de_DE.js <span style='color:#111;'> 579B </span>","children":null,"spread":false},{"title":"defaults-zh_CN.min.js <span style='color:#111;'> 515B </span>","children":null,"spread":false},{"title":"defaults-ua_UA.min.js <span style='color:#111;'> 614B </span>","children":null,"spread":false},{"title":"defaults-en_US.min.js <span style='color:#111;'> 714B </span>","children":null,"spread":false},{"title":"defaults-es_CL.min.js <span style='color:#111;'> 535B </span>","children":null,"spread":false},{"title":"defaults-ro_RO.min.js <span style='color:#111;'> 547B </span>","children":null,"spread":false},{"title":"defaults-fr_FR.js <span style='color:#111;'> 1006B </span>","children":null,"spread":false},{"title":"defaults-zh_CN.js <span style='color:#111;'> 560B </span>","children":null,"spread":false},{"title":"defaults-de_DE.min.js <span style='color:#111;'> 532B </span>","children":null,"spread":false},{"title":"defaults-en_US.js <span style='color:#111;'> 916B </span>","children":null,"spread":false},{"title":"defaults-pt_BR.js <span style='color:#111;'> 579B </span>","children":null,"spread":false},{"title":"defaults-ro_RO.js <span style='color:#111;'> 594B </span>","children":null,"spread":false},{"title":"defaults-eu.js <span style='color:#111;'> 580B </span>","children":null,"spread":false},{"title":"defaults-it_IT.min.js <span style='color:#111;'> 532B </span>","children":null,"spread":false},{"title":"defaults-cs_CZ.min.js <span style='color:#111;'> 531B </span>","children":null,"spread":false},{"title":"defaults-eu.min.js <span style='color:#111;'> 533B </span>","children":null,"spread":false},{"title":"defaults-nl_NL.min.js <span style='color:#111;'> 532B </span>","children":null,"spread":false},{"title":"defaults-cs_CZ.js <span style='color:#111;'> 578B </span>","children":null,"spread":false},{"title":"defaults-zh_TW.min.js <span style='color:#111;'> 578B </span>","children":null,"spread":false},{"title":"defaults-pl_PL.min.js <span style='color:#111;'> 601B </span>","children":null,"spread":false},{"title":"defaults-ru_RU.min.js <span style='color:#111;'> 630B </span>","children":null,"spread":false},{"title":"defaults-ua_UA.js <span style='color:#111;'> 661B </span>","children":null,"spread":false},{"title":"defaults-pl_PL.js <span style='color:#111;'> 660B </span>","children":null,"spread":false},{"title":"defaults-zh_TW.js <span style='color:#111;'> 635B </span>","children":null,"spread":false}],"spread":false},{"title":"npm.js <span style='color:#111;'> 484B </span>","children":null,"spread":false},{"title":"bootstrap.js <span style='color:#111;'> 65.96KB </span>","children":null,"spread":false},{"title":"bootstrap-select.js <span style='color:#111;'> 49.51KB </span>","children":null,"spread":false},{"title":"bootstrap.min.js <span style='color:#111;'> 35.11KB </span>","children":null,"spread":false},{"title":"bootstrap-slider.min.js <span style='color:#111;'> 25.57KB </span>","children":null,"spread":false}],"spread":true},{"title":"fonts","children":[{"title":"glyphicons-halflings-regular.ttf <span style='color:#111;'> 44.34KB </span>","children":null,"spread":false},{"title":"glyphicons-halflings-regular.woff2 <span style='color:#111;'> 17.61KB </span>","children":null,"spread":false},{"title":"glyphicons-halflings-regular.eot <span style='color:#111;'> 19.66KB </span>","children":null,"spread":false},{"title":"glyphicons-halflings-regular.svg <span style='color:#111;'> 106.19KB </span>","children":null,"spread":false},{"title":"glyphicons-halflings-regular.woff <span style='color:#111;'> 22.88KB </span>","children":null,"spread":false}],"spread":true},{"title":"css","children":[{"title":"bootstrap-theme.css.map <span style='color:#111;'> 42.32KB </span>","children":null,"spread":false},{"title":"bootstrap.min.css <span style='color:#111;'> 114.56KB </span>","children":null,"spread":false},{"title":"tinytags.css <span style='color:#111;'> 2.31KB </span>","children":null,"spread":false},{"title":"bootstrap-select.css.map <span style='color:#111;'> 13.63KB </span>","children":null,"spread":false},{"title":"bootstrap-theme.min.css <span style='color:#111;'> 19.50KB </span>","children":null,"spread":false},{"title":"bootstrap-select.css <span style='color:#111;'> 6.21KB </span>","children":null,"spread":false},{"title":"bootstrap-theme.css <span style='color:#111;'> 22.08KB </span>","children":null,"spread":false},{"title":"spinners.css <span style='color:#111;'> 99.99KB </span>","children":null,"spread":false},{"title":"bootstrap.css.map <span style='color:#111;'> 372.06KB </span>","children":null,"spread":false},{"title":"bootstrap.css <span style='color:#111;'> 138.30KB </span>","children":null,"spread":false},{"title":"bootstrap-slider.css <span style='color:#111;'> 7.87KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}],"spread":true},{"title":"RDDSplit.py <span style='color:#111;'> 713B </span>","children":null,"spread":false},{"title":"feature_engineering.ipynb <span style='color:#111;'> 548.96KB </span>","children":null,"spread":false},{"title":"SolrIndexing.py <span style='color:#111;'> 775B </span>","children":null,"spread":false},{"title":"json_to_image.ipynb <span style='color:#111;'> 72.23KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 265B </span>","children":null,"spread":false},{"title":"rf_with_hyperparameters_and_image_viz.ipynb <span style='color:#111;'> 672.81KB </span>","children":null,"spread":false},{"title":"data","children":[{"title":"data_batch_3 <span style='color:#111;'> 29.60MB </span>","children":null,"spread":false},{"title":"data_batch_5 <span style='color:#111;'> 29.60MB </span>","children":null,"spread":false},{"title":"batches.meta <span style='color:#111;'> 158B </span>","children":null,"spread":false},{"title":"data_batch_4 <span style='color:#111;'> 29.60MB </span>","children":null,"spread":false},{"title":"readme.html <span style='color:#111;'> 88B </span>","children":null,"spread":false},{"title":"data_batch_2 <span style='color:#111;'> 29.60MB </span>","children":null,"spread":false},{"title":"test_batch <span style='color:#111;'> 29.60MB </span>","children":null,"spread":false},{"title":"data_batch_1 <span style='color:#111;'> 29.60MB </span>","children":null,"spread":false}],"spread":true},{"title":"solr_examples.ipynb <span style='color:#111;'> 3.86KB </span>","children":null,"spread":false},{"title":"imageSample.json <span style='color:#111;'> 9.53KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]