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pcaflow's Issues

Import RobustQuadraticSolverCython Error

Hi, Thank you for all your work !
I had ran the ./build.sh file and it turned out many warings. I choose to ignore this warnings and run the demo.py ,then it didn't work with the error below , can you give me some suggestion?Thank you !

root@desktop:/home/hh/pca# python demo.py /home/hh/pca/pcaflow Traceback (most recent call last): File "demo.py", line 3, in <module> from pcaflow import PCAFlow File "/home/hh/pca/pcaflow/PCAFlow.py", line 35, in <module> from solver.RobustQuadraticSolverCython import RobustQuadraticSolverCython as RobustQuadraticSolver ImportError: /home/hh/pca/pcaflow/solver/RobustQuadraticSolverCython.so: undefined symbol: dgetri_

Unable to run demo.py

Hi,

I am able to normally compile with build.sh. However, when running demo.py I am getting the following python error

Re-allocating matcher...
Traceback (most recent call last):
  File "demo.py", line 46, in <module>
    u,v = P.compute_flow()
  File "/home/gustavo/pcaflow/pcaflow/PCAFlow.py", line 380, in compute_flow
    **kwargs)
  File "/home/gustavo/pcaflow/pcaflow/solver/EMSolver.py", line 364, in solve
    inliers,H,shape_I_orig)
  File "/home/gustavo/pcaflow/pcaflow/solver/EMSolver.py", line 493, in get_flow_GC
    point_models)
  File "/home/gustavo/pcaflow/pcaflow/solver/EMSolver.py", line 639, in _compute_unaries_color
    G = mixture.GMM(n_components=nc,covariance_type='full').fit(P)
AttributeError: 'module' object has no attribute 'GMM'

Warnings affect the result?

Thank you so much for sharing your code.

When I run PCA_Layers, it returns 2 warnings:

~/anaconda3/envs/pca/lib/python2.7/site-packages/sklearn/utils/deprecation.py:77: DeprecationWarning: Function log_multivariate_normal_density is deprecated; The function log_multivariate_normal_density is deprecated in 0.18 and will be removed in 0.20.

warnings.warn(msg, category=DeprecationWarning)

~/anaconda3/envs/pca/lib/python2.7/site-packages/sklearn/utils/deprecation.py:58:
DeprecationWarning: Class GMM is deprecated; The class GMM is deprecated in 0.18 and will be removed in 0.20. Use class GaussianMixture instead.

warnings.warn(msg, category=DeprecationWarning)

Do these warning affect the output?
Thank you.

IndexError: only integers, slices (`:`)

Hello,

Your code looks awesome! I'm trying to get it running on my machine, and I'm bumping into this error: not sure what I'm doing wrong?

On a Linux Ubuntu 16.04 machine, ran the build.sh script, appear to have prerequisites installed.
Running
python compute_flow.py -kitti -pcaflow image1.png image2.png output.flo as shown:

(py2) anthony@aZ68MA-D2H-B3:/media/anthony/CA80455D8045515D/code-2tb/pcaflow$ python compute_flow.py -kitti -pcaflow image1.png image2.png output.flo
/media/anthony/CA80455D8045515D/code-2tb/pcaflow/pcaflow
*** LOADING PRESET pcaflow_kitti ***

[PARAMETERS MAIN]

	NC: 	500
	SUBLAYER_NC: 	200
	SUBLAYER_lambda: 	0.02
	SUBLAYER_sigma: 	0.95
	debug: 	0
	em_additional_remove_outliers: 	0
	em_init_loc_weight: 	0.4
	features: 	libviso
	features_clahe: 	1
	features_fast_limit: 	-1
	features_libviso_bucket_size: 	50
	features_libviso_buckets_x: 	8
	features_libviso_buckets_y: 	4
	features_libviso_half_resolution: 	0
	features_libviso_match_binsize: 	50
	features_libviso_match_disp_tolerance: 	1
	features_libviso_match_radius: 	200
	features_libviso_multi_stage: 	1
	features_libviso_multiscale: 	0
	features_libviso_n_scales: 	2
	features_libviso_nms_n: 	5
	features_libviso_nms_tau: 	25
	features_libviso_outlier_disp_tolerance: 	5
	features_libviso_outlier_flow_tolerance: 	7
	features_libviso_refinement: 	1
	features_prune_border: 	0.05
	image_blur: 	5
	lambda: 	0.4
	model_color_n_mixtures: 	1
	model_factor_dist_to_median: 	0.008
	model_gamma: 	350.0
	model_gamma_c: 	5.0
	model_gamma_l: 	6.5
	model_gamma_warp: 	1.0
	model_sigma_w: 	300.0
	n_models: 	1
	remove_homography: 	0
	sigma: 	0.55
Initializing matcher...
NC: 
500
NC_MAX_PER: 
250
WARNING: Image changed size. (0,0 => 435,1024).
Re-allocating matcher...
Traceback (most recent call last):
  File "compute_flow.py", line 67, in <module>
    main()
  File "compute_flow.py", line 59, in main
    u,v = P.compute_flow()
  File "/media/anthony/CA80455D8045515D/code-2tb/pcaflow/pcaflow/PCAFlow.py", line 315, in compute_flow
    kp1_,kp2_ = self.feature_matcher.get_features()
  File "/media/anthony/CA80455D8045515D/code-2tb/pcaflow/pcaflow/features/FeatureMatcherLibviso.py", line 175, in get_features
    feats_I1,feats_I2 = self.prune_second_stage(feats_I1.copy(),feats_I2.copy(),self.w,self.h) 
  File "/media/anthony/CA80455D8045515D/code-2tb/pcaflow/pcaflow/features/FeatureMatcherLibviso.py", line 198, in prune_second_stage
    if not bin_occupied[b]:
IndexError: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices

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