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python main.py --dataset_test VCDB --model TMK --output_dir=/checkpoint/lowik/videocopy/eval
Namespace(T=[9767, 2731, 1039, 253], b_s=16, chunk_randomly=1, dataset_test='VCDB', fold_index=0, m=16, model='TMK', multiple_pca=0, norm='feat_freq', output_dir='/checkpoint/lowik/videocopy/eval', pca_DVt='', pca_mean='', query_expansion='', resnet_level=29, seed=0, tmk_init='von_mises', use_pca=0)
Parameter string is model-TMK_dataset_test-VCDB_fold_index-0_chunk_randomly-1_T-[9767, 2731, 1039, 253]_resnet_level-29_seed-0_b_s-16_m-16_tmk_init-von_mises_norm-feat_freq_use_pca-0_query_expansion-_multiple_pca-0
Computing segment Precision and Recall
[...]
Processing {'video': 'zidane_headbutt/cb593efe5b194fe67a8e5ffe33b35cca954cdcd4', 'global': 0, 'begin': 0, 'end': 175}
Processing {'video': 'zidane_headbutt/cc3b8791039b9e7f664260d76f8ca6cc48004823', 'global': -49, 'begin': 49, 'end': 51}
Processing {'video': 'zidane_headbutt/cb593efe5b194fe67a8e5ffe33b35cca954cdcd4', 'global': -130, 'begin': 130, 'end': 135}
Processin
python main.py --dataset_test VCDB --model TMK_Poullot --output_dir=/checkpoint/lowik/videocopy/eval
Namespace(T=[9767, 2731, 1039, 253], b_s=16, chunk_randomly=1, dataset_test='VCDB', fold_index=0, m=16, model='TMK_Poullot', multiple_pca=0, norm='feat_freq', normalization='freq', output_dir='/checkpoint/lowik/videocopy/eval', pca_DVt='', pca_mean='', query_expansion='', resnet_level=29, seed=0, tmk_init='von_mises', use_pca=0)
Parameter string is model-TMK_Poullot_dataset_test-VCDB_fold_index-0_chunk_randomly-1_T-[9767, 2731, 1039, 253]_resnet_level-29_seed-0_b_s-16_m-16_tmk_init-von_mises_norm-feat_freq_use_pca-0_query_expansion-_multiple_pca-0_normalization-freq
Computing segment Precision and Recall
[...]
Processing {'video': 'zidane_headbutt/cc3b8791039b9e7f664260d76f8ca6cc48004823', 'global': -49, 'begin': 49, 'end': 51}
Processing {'video': 'zidane_headbutt/cb593efe5b194fe67a8e5ffe33b35cca954cdcd4', 'global': -130, 'begin': 130, 'end': 135}
Processing {'video': 'zidane_headbutt/cb593efe5b194fe67a8e5ff
@LowikC
LowikC / gist:b425bd5eabb6e116a82e442314f6e99e
Created May 14, 2019 15:48
[videoalignment] EVVE - TMK - Query expansion
python main.py --dataset_test EVVE --model TMK --output_dir=/checkpoint/lowik/videocopy/eval --query_expansion="aqe"
Namespace(T=[9767, 2731, 1039, 253], b_s=16, chunk_randomly=1, dataset_test='EVVE', fold_index=0, m=16, model='TMK', multiple_pca=0, norm='feat_freq', output_dir='/checkpoint/lowik/videocopy/eval', pca_DVt='', pca_mean='', query_expansion='aqe', resnet_level=29, seed=0, tmk_init='von_mises', use_pca=0)
Parameter string is model-TMK_dataset_test-EVVE_fold_index-0_chunk_randomly-1_T-[9767, 2731, 1039, 253]_resnet_level-29_seed-0_b_s-16_m-16_tmk_init-von_mises_norm-feat_freq_use_pca-0_query_expansion-aqe_multiple_pca-0
Computing mAP...
Extracting feature vectors...
100% |####################################################################################|
dsk+arrested 0.114662
shakira+live+kiev+2011 0.593086
marrakech+bomb+attack 0.215630
obama+speech+victory 0.836140
@LowikC
LowikC / gist:ff24ba09142349c8c8047d4845447866
Created May 14, 2019 14:22
[videoalignment] EVVE - TMK_Poullot
python main.py --dataset_test EVVE --model TMK_Poullot --output_dir=/checkpoint/lowik/videocopy/eval
Namespace(T=[9767, 2731, 1039, 253], b_s=16, chunk_randomly=1, dataset_test='EVVE', fold_index=0, m=16, model='TMK_Poullot', multiple_pca=0, norm='feat_freq', normalization='freq', output_dir='/checkpoint/lowik/videocopy/eval', pca_DVt='', pca_mean='', query_expansion='', resnet_level=29, seed=0, tmk_init='von_mises', use_pca=0)
Parameter string is model-TMK_Poullot_dataset_test-EVVE_fold_index-0_chunk_randomly-1_T-[9767, 2731, 1039, 253]_resnet_level-29_seed-0_b_s-16_m-16_tmk_init-von_mises_norm-feat_freq_use_pca-0_query_expansion-_multiple_pca-0_normalization-freq
Computing mAP...
Extracting feature vectors...
100% |#####################################################################################|
johnny+stade+de+france+2012 0.363166
obama+speech+victory 0.660050
shakira+live+kiev+2011 0.438386
mdna+rome+2012 0.286071
@LowikC
LowikC / gist:23e62afe090b103ece6df6a8fa01319d
Created May 14, 2019 13:39
[videoalignment] EVVE - TMK
python main.py --dataset_test EVVE --model TMK --output_dir=/checkpoint/lowik/videocopy/eval Namespace(T=[9767, 2731, 1039, 253], b_s=16, chunk_randomly=1, dataset_test='EVVE', fold_index=0, m=16, model='TMK', multiple_pca=0, norm='feat_freq', output_dir='/checkpoint/lowik/videocopy/eval', pca_DVt='', pca_mean='', query_expansion='', resnet_level=29, seed=0, tmk_init='von_mises', use_pca=0)
Parameter string is model-TMK_dataset_test-EVVE_fold_index-0_chunk_randomly-1_T-[9767, 2731, 1039, 253]_resnet_level-29_seed-0_b_s-16_m-16_tmk_init-von_mises_norm-feat_freq_use_pca-0_query_expansion-_multiple_pca-0
Computing mAP...
Extracting feature vectors...
100% |#####################################################################################|
marrakech+bomb+attack 0.201294
die+toten+hosen+rock+am+ring+2012 0.248537
johnny+stade+de+france+2012 0.384582
dsk+arrested 0.150045
kate+william+wedding 0.380386
@LowikC
LowikC / gist:81bf5371c04854e9a5dd280ffed3eb83
Created May 14, 2019 11:26
[videoalignment] climbing - TMK
python main.py --dataset_test Climbing --model TMK --output_dir=/checkpoint/lowik/videocopy/eval
Namespace(T=[9767, 2731, 1039, 253], b_s=16, chunk_randomly=1, dataset_test='Climbing', fold_index=0, m=16, model='TMK', multiple_pca=0, norm='feat_freq', output_dir='/checkpoint/lowik/videocopy/eval', pca_DVt='', pca_mean='', query_expansion='', resnet_level=29, seed=0, tmk_init='von_mises', use_pca=0)
Parameter string is model-TMK_dataset_test-Climbing_fold_index-0_chunk_randomly-1_T-[9767, 2731, 1039, 253]_resnet_level-29_seed-0_b_s-16_m-16_tmk_init-von_mises_norm-feat_freq_use_pca-0_query_expansion-_multiple_pca-0
Computing localization error...
Localization error <0.1s: 14.61%
Localization error <1s: 28.09%
Localization error <10s: 34.83%
@LowikC
LowikC / gist:ee1eba338f51c153c790070fbada5b58
Created May 14, 2019 11:20
[videoalignment] climbing - TMK_Poullot
python main.py --dataset_test Climbing --model TMK_Poullot --output_dir=/checkpoint/lowik/videocopy/eval
Namespace(T=[9767, 2731, 1039, 253], b_s=16, chunk_randomly=1, dataset_test='Climbing', fold_index=0, m=16, model='TMK_Poullot', multiple_pca=0, norm='feat_freq', normalization='freq', output_dir='/checkpoint/lowik/videocopy/eval', pca_DVt='', pca_mean='', query_expansion='', resnet_level=29, seed=0, tmk_init='von_mises', use_pca=0)
Parameter string is model-TMK_Poullot_dataset_test-Climbing_fold_index-0_chunk_randomly-1_T-[9767, 2731, 1039, 253]_resnet_level-29_seed-0_b_s-16_m-16_tmk_init-von_mises_norm-feat_freq_use_pca-0_query_expansion-_multiple_pca-0_normalization-freq
Computing localization error...
Localization error <0.1s: 0.00%
Localization error <1s: 3.37%
Localization error <10s: 22.47%
@LowikC
LowikC / gist:51b27531bbc1565b1a5ecee189f63861
Created May 14, 2019 11:08
[videoalignment] madonna - TMK_Poullot
python main.py --dataset_test Madonna --model TMK_Poullot --output_dir=/checkpoint/lowik/videocopy/eval
Namespace(T=[9767, 2731, 1039, 253], b_s=16, chunk_randomly=1, dataset_test='Madonna', fold_index=0, m=16, model='TMK_Poullot', multiple_pca=0, norm='feat_freq', normalization='freq', output_dir='/checkpoint/lowik/videocopy/eval', pca_DVt='', pca_mean='', query_expansion='', resnet_level=29, seed=0, tmk_init='von_mises', use_pca=0)
Parameter string is model-TMK_Poullot_dataset_test-Madonna_fold_index-0_chunk_randomly-1_T-[9767, 2731, 1039, 253]_resnet_level-29_seed-0_b_s-16_m-16_tmk_init-von_mises_norm-feat_freq_use_pca-0_query_expansion-_multiple_pca-0_normalization-freq
Computing mAP...
Computing localization error...
Localization error <0.1s: 9.13%
Localization error <1s: 36.52%
Localization error <10s: 64.78%
@LowikC
LowikC / gist:8bcd68b3e9db4ec5ef97938c9876684c
Created May 14, 2019 09:48
[videoalignment] madonna - TMK
python main.py --dataset_test Madonna --model TMK --output_dir=/checkpoint/lowik/videocopy/eval
Namespace(T=[9767, 2731, 1039, 253], b_s=16, chunk_randomly=1, dataset_test='Madonna', fold_index=0, m=16, model='TMK', multiple_pca=0, norm='feat_freq', output_dir='/checkpoint/lowik/videocopy/eval', pca_DVt='', pca_mean='', query_expansion='', resnet_level=29, seed=0, tmk_init='von_mises', use_pca=0)
Parameter string is model-TMK_dataset_test-Madonna_fold_index-0_chunk_randomly-1_T-[9767, 2731, 1039, 253]_resnet_level-29_seed-0_b_s-16_m-16_tmk_init-von_mises_norm-feat_freq_use_pca-0_query_expansion-_multiple_pca-0
Computing mAP...
Computing localization error...
Localization error <0.1s: 33.91%
Localization error <1s: 70.00%
Localization error <10s: 76.96%