数据集收集
在之后的学习和练习的过程中少不了这些benchmark数据集,所以平常遇到了就总结在这里,方便自己和别人使用。目前只是简单罗列,后期会分类,并给数据集加上示例和简介
1、MIT67
- images:'http://groups.csail.mit.edu/vision/LabelMe/NewImages/indoorCVPR_09.tar'
- train_file: 'http://web.mit.edu/torralba/www/TrainImages.txt'
- test_file: 'http://web.mit.edu/torralba/www/TestImages.txt'
2、coco14
-
train_img:'http://images.cocodataset.org/zips/train2014.zip'
-
annotations: 'http://images.cocodataset.org/annotations/annotations_trainval2014.zip'
3、voc07
- trainval_2007:'http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtrainval_06-Nov-2007.tar'
- test_images_2007: 'http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtest_06-Nov-2007.tar'
4、NUS-WIDE
https://imag-njust.net/nus-wide/
5、ChaLearn15
http://chalearnlap.cvc.uab.es/dataset/18/description/
6、FGNET
https://yanweifu.github.io/FG_NET_data/
7、HPathces
http://icvl.ee.ic.ac.uk/vbalnt/hpatches/hpatches-sequences-release.tar.gz
8、Caltech-UCSD Birds-200-2011
http://www.vision.caltech.edu/visipedia/CUB-200-2011.html
9、FG datasets
http://www.weixiushen.com/project/Awesome_FGIA/Awesome_FGIA.html
10、FG food[meituan]
Val : https://s3plus.meituan.net/v1/mss_fad1a48f61e8451b8172ba5abfdbbee5/foodai-workshop-challenge/Val.tar
11、PlantLeaf[CVPR Workshop]
https://www.kaggle.com/c/plant-pathology-2021-fgvc8/data
12、Sorghum-100[fg]
https://drive.google.com/file/d/18A1bibKMsuqUK7E2ZMYPZiNu3kT7JmgC/view
13、A Dataset for Fish Detection and Fine-Grained Categorization in Fisheries
https://drive.google.com/file/d/172bFnpbbkYNu8k2li4H7dkSWyMJq7hiz/view
14、Danish Fungi 2020 - Not Just Another Image Recognition Dataset
https://drive.google.com/file/d/1ENspXFLS6HaWJSkgdNlbKnXLHdA-h2En/view
15、The Herbarium 2021 Half–Earth Challenge Dataset
https://drive.google.com/file/d/1py0mb74aelL0O3snG-qvYAF9QmJzwJci/view