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the training of depth predictor

Open minghongss opened this issue 3 years ago • 1 comments

How is your depth predictor trained? What is the code for training? What training set did you use?

minghongss avatar May 31 '21 12:05 minghongss

To provide depth prediction in the initialization of map
points in CNN-SVO, we adopt the Resnet50 variant of the
encoder-decoder architecture from [7] that has already been
trained on Cityscape dataset. Next, we fine-tune the network on stereo images in KITTI raw data excluding KITTI
Odometry Sequence 00-10 using original settings in [7]
for 50 epochs

We used https://github.com/mrharicot/monodepth code for training although since then the depth neural networks improved a lot and you can use any other arbitrary network.

jahaniam avatar May 31 '21 16:05 jahaniam