Bad performance in two identical images !

philferriere / tfoptflow

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

MIT License

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Bad performance in two identical images ! #29

Open HuangLian126 opened 5 years ago

HuangLian126 commented 5 years ago

@philferriere Hi, when I test the pre-train model with image pairs that they are the same or samll motion, results of optical flow prediction are not good. Is this case not taken into account when training?

Superlee506 commented 4 years ago

@HuangLian126 I also meet this problem, do you solve it?

Sentient07 commented 4 years ago

It's been my observation as well. And I have seen it happen with PWC and FlowNet. I don't think it's an implementational error, it's more of a weak point of the algorithm itself i guess..