MegaDepth
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zhengqili
Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".
When I use python's scripts that Colmap provided, I cannot get the exact depth maps like those I can get when I run your post-processing code. I'm not able to...
pytorch model perfomance is a litte slow, did this has other online type model?
i try the model on my dataset, the result is magic. but in my nvidia 1070 gpu card, the python code time cost 170ms. did there anyway to speed up...
Hi @lixx2938 , can you share your training codes for our own data?
hey, I was able to convert demo.py to a library with few. it did not take long. I would love to see this repo as a library available on pip/conda....
what is the licence of pretrained models? can I reupload them somewhere and share new link?
I see that sky regions in the "Pretrained model for outdoor Internet Photos" tend to look quite good, how was this achieved? Reading the paper it seems sky was not...
The following problems occur when inputting a high-resolution image: Traceback (most recent call last): File "demo.py", line 50, in test_simple(model) File "demo.py", line 26, in test_simple img = np.float32(io.imread(img_path))/255.0 TypeError:...
Awesome work, this is a fantastic concept. I had a question about the loss: https://github.com/lixx2938/MegaDepth/blob/f1ffe4ca8b6c49e55e36259ac34909de6c90a27b/models/HG_model.py#L116 Why do you have a square root term here, this doesn't correspond to Eq. 2...
