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DirtyHarryLYL avatar DirtyHarryLYL commented on June 16, 2024

In TIN, if you want to infer the data out of HICO-DET and VCOCO, the human and object box detections and human pose estimations should be prepared first. Then, one image paired with its corresponding detected human, object boxes, human keypoints can be fed into the TIN to infer the HOIs.

In code, all the above things are zipped into a pkl file:

Test_RCNN = pickle.load( open( cfg.DATA_DIR + '/' + 'Test_Faster_RCNN_R-50-PFN_2x_HICO_DET_with_pose.pkl', "rb" ) )
.

If you do not need the object all the time, you could also consider a simpler tool of HAKE:
https://github.com/DirtyHarryLYL/HAKE-Action-Torch/tree/Activity2Vec, which contains the human detector and pose estimator and just needs the images/videos as inputs.

from transferable-interactiveness-network.

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