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nikvay2020-03-07 19:38:50
Neural networks
nikvay, 2020-03-07 19:38:50

Where can I find a dataset for classifying and clustering people?

Hello!
I need to develop a neural network to classify and cluster people. For this I think to use heatmaps. On the Internet, I could not find a ready-made dataset on this topic. Can you tell me where I can find such a dataset? It is desirable that the date set consists of images.
Also, classification of people is not obligatory. The main thing is that it should be a weakly formulated area.

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Sergey Sokolov, 2020-03-07
@sergiks

kaggle offers, for example, such a dataset of images of people, a top view of
Overhead Depth Images People Detection (GOTPD1) - just the depth with Kinect and infrared.
upd. More from there:

  • AAU VAP Trimodal People Segmentation Dataset
  • GESDPD depth people detection dataset
  • People Walking with No Occlusion (there is a link to the data in the file)

Upd. maybe ImageNet is suitable for your task ? If you search, you can also find ready-made models trained on ImageNet. Those. you take a model, upload weights into it - and the model already knows how to classify images.

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