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takumayagi / fpl

Code/data of the paper "Future Person Localization in First-Person Videos" (CVPR2018)
https://artilects.net/projects.html
MIT License
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Question #9

Open Kamel-schbock opened 4 years ago

Kamel-schbock commented 4 years ago

Hey, I got this Attribute error in each iteration for validation (AttributeError: 'NoneType' object has no attribute 'debug') when i run the following command (python utils/run.py scripts/5fold.json run 0), can someone tell me how can i fix it?

AttributeError: 'NoneType' object has no attribute 'debug' {'in_data': '/home/nadim/New_folder/fpl/dataset/id_list_20_200523_224307_20_sp5_2_5.joblib', 'nb_train': -1, 'nb_jobs': 8, 'nb_splits': 5, 'eval_split': 4, 'model': 'cnn_pose_scale', 'input_len': 10, 'offset_len': 10, 'pred_len': 10, 'inter_list': [256], 'last_list': [], 'channel_list': [32, 64, 128, 128], 'deconv_list': [256, 128, 64, 32], 'ksize_list': [3, 3, 3, 3], 'dc_ksize_list': [], 'pad_list': [], 'nb_iters': 17000, 'iter_snapshot': 1000, 'iter_display': 100, 'batch_size': 64, 'optimizer': 'adam', 'lr': 0.1, 'lr_step_list': [5000.0, 10000.0, 15000.0], 'momentum': 0.99, 'resume': '', 'gpu': 0, 'debug': False, 'save_model': True, 'root_dir': 'experiments/5fold_200525_125621', 'width': 1280, 'height': 960, 'nb_grids': 6, 'seed': 1701, 'ego_type': 'sfm'} Written to experiments/5fold_200525_125621/200525_133543 (40697, 10, 3) (4359, 10, 3) Mean: [640. 476.23620605 88.28755904], std: [227.59802246 65.00177002 52.73033192] Training... Iter 100: train loss 0.17798095643520356 / ADE 65.36034065671691 / FDE 101.41946888393878 Iter 200: train loss 0.15064902376383543 / ADE 62.75962400748375 / FDE 99.8640135618982 Iter 300: train loss 0.1392264042297999 / ADE 61.809817243833734 / FDE 99.2911410397306 Iter 400: train loss 0.13131676346063614 / ADE 60.87275406348973 / FDE 98.3259347776871 Iter 500: train loss 0.12571735844016074 / ADE 60.07136064207583 / FDE 97.22905026068388 Iter 600: train loss 0.12190508601566155 / ADE 59.57449066779865 / FDE 96.50813022546377 Iter 700: train loss 0.11874980015414102 / ADE 59.16542266578101 / FDE 95.77722963033906 Iter 800: train loss 0.11531572548672557 / ADE 58.61566528412581 / FDE 94.91023660694582 Iter 900: train loss 0.11308432443274392 / ADE 58.282750012564264 / FDE 94.27236034229271 Validation... Iter 1000: train loss 0.11086370994895697 / ADE 57.85381931721076 / FDE 93.57552330475177, valid loss 0.09034322832231813 / ADE 54.58597528881262 / FDE 89.0412924075012, elapsed time: 35.992351055145264 (s) Traceback (most recent call last): File "train_cv.py", line 125, in valid_eval.update_summary(summary, iter_cnt, ["loss", "ade", "fde"]) File "/home/nadim/New_folder/fpl/utils/evaluation.py", line 61, in update_summary summary.write() File "/home/nadim/New_folder/fpl/utils/summary_logger.py", line 57, in write current = current.loc[:, current.columns.union(new_summary.columns)] File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/pandas/core/indexing.py", line 1762, in getitem return self._getitem_tuple(key) File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/pandas/core/indexing.py", line 1289, in _getitem_tuple retval = getattr(retval, self.name)._getitem_axis(key, axis=i) File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/pandas/core/indexing.py", line 1954, in _getitem_axis return self._getitem_iterable(key, axis=axis) File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/pandas/core/indexing.py", line 1595, in _getitem_iterable keyarr, indexer = self._get_listlike_indexer(key, axis, raise_missing=False) File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/pandas/core/indexing.py", line 1553, in _get_listlike_indexer keyarr, indexer, o._get_axis_number(axis), raise_missing=raise_missing File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/pandas/core/indexing.py", line 1655, in _validate_read_indexer "Passing list-likes to .loc or [] with any missing labels " KeyError: 'Passing list-likes to .loc or [] with any missing labels is no longer supported, see https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#deprecate-loc-reindex-listlike' Exception ignored in: <function Iterator.del at 0x7f767cb81200> Traceback (most recent call last): File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/chainer/dataset/iterator.py", line 36, in del File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/chainer/iterators/multithread_iterator.py", line 88, in finalize File "/home/nadim/anaconda3/envs/p3/lib/python3.7/multiprocessing/pool.py", line 545, in terminate AttributeError: 'NoneType' object has no attribute 'debug' Exception ignored in: <function Iterator.del at 0x7f767cb81200> Traceback (most recent call last): File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/chainer/dataset/iterator.py", line 36, in del File "/home/nadim/anaconda3/envs/p3/lib/python3.7/site-packages/chainer/iterators/multithread_iterator.py", line 88, in finalize File "/home/nadim/anaconda3/envs/p3/lib/python3.7/multiprocessing/pool.py", line 545, in terminate AttributeError: 'NoneType' object has no attribute 'debug'

Another Question: how can i prepare datasets from my raw video? I searched for that in internet and what i find: I can extract the frames of a raw videos and store the pixel values in csv file. But how can i obtain the following datasets: (poses, trajectories and egomotion)? I appreciate your help. Thanks