Microsoft Research Cambridge Object Recognition Image Database
Last Update：December,21,2013 Created：December,21,2013
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| Title of the dataset | Microsoft Research Cambridge Object Recognition Image Database |
|---|---|
| Provenance of the dataset | http://research.microsoft.com/en-us/projects/objectclassrecognition/ |
| How were the data collected/created? What was the cost? | Data were collected by Microsoft researchers in Cambridge by mining the internet pictures and also taken by themselves. The labels were tagged manually. 6 researchers in Computer Vision at MSR Cambridge devoted into the project. However, the cost of data collecting is not mentioned. |
| Data sharing policy | Other |
| Data sharing policy |
About data analysis and simulation
| Type of data: Check all that apply. Use "Other" to specify other types so that we can include them in further updates. | text image table |
|---|---|
| Variable labels of dataset (the names of the variables) | IMAGE |
| Outline of data | "The Microsoft Research Cambridge Object Recognition Image Database contains a set of images (digital photographs) grouped into categories. Its intended use is research, in particular object recognition research." - Quote from the database owner.? I have been using this data set to train and test a image recognition program.? The database contains not only images, but also labels of object in selected images on selected precision. (e.g. image-wise, pixel-wise) |
| Simulation process | Object recognition |
| Expected outcome of the process (obtained knowledge, analysis results, output of tools) | Object label |
| Anticipation for analyses/simulations other than the typical ones provided above |
Other
| Comments | This database is not very large. However, a well-tuned recognition machine could achieve a decent accuracy utilizing this database. |
|---|---|
| What kind of data/tools do you wish to have? | |
| Visualized information | |
| Sample data |
February,13,2022
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