added challenge validated models

models/spotting_challenge_validated_baidu_2.0_confidence_zoo_lr5e-5_dwd5e-5_sr0.0_mu0.0/best_model/keras_metadata.pb

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models/spotting_challenge_validated_baidu_2.0_confidence_zoo_lr5e-5_dwd5e-5_sr0.0_mu0.0/best_model/saved_model.pb

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models/spotting_challenge_validated_baidu_2.0_confidence_zoo_lr5e-5_dwd5e-5_sr0.0_mu0.0/best_model/shared_args.pkl

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models/spotting_challenge_validated_baidu_2.0_confidence_zoo_lr5e-5_dwd5e-5_sr0.0_mu0.0/best_model/validation_evaluation/evaluation_aggregate.txt

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+Spotting evaluation:
+
+Classes used when computing mAP:
+Penalty  
+Kick-off  
+Goal  
+Substitution  
+Offside  
+Shots on target  
+Shots off target  
+Clearance  
+Ball out of play  
+Throw-in  
+Foul  
+Indirect free-kick  
+Direct free-kick  
+Corner  
+Yellow card  
+Red card  
+Yellow->red card  
+
+Tolerances used when computing averages:
+loose: [ 5. 10. 15. 20. 25. 30. 35. 40. 45. 50. 55. 60.]
+tight: [1. 2. 3. 4. 5.]
+
+Average-mAP: {'loose': 0.7714872243517141, 'tight': 0.5770051578253713}
+
+loose tolerances average AP per class:
+Penalty: 0.8839175825236856
+Kick-off: 0.8549126531376041
+Goal: 0.8944568455283699
+Substitution: 0.8186038078735933
+Offside: 0.7047329241532129
+Shots on target: 0.6886571436186424
+Shots off target: 0.6878098805964497
+Clearance: 0.8182371669684191
+Ball out of play: 0.8862447860718914
+Throw-in: 0.8851567417828622
+Foul: 0.8500744675621795
+Indirect free-kick: 0.7140226016950246
+Direct free-kick: 0.6811649531693214
+Corner: 0.8867760749488142
+Yellow card: 0.7656601291598463
+Red card: 0.6539993014370649
+Yellow->red card: 0.44085575375215974
+
+tight tolerances average AP per class:
+Penalty: 0.7724611153399298
+Kick-off: 0.5366960058773712
+Goal: 0.7884482415945426
+Substitution: 0.49364708113004135
+Offside: 0.518655057502583
+Shots on target: 0.5445337371309733
+Shots off target: 0.5518405965694844
+Clearance: 0.5705725674346742
+Ball out of play: 0.7413865813355169
+Throw-in: 0.6772279991853427
+Foul: 0.6746449966124803
+Indirect free-kick: 0.42608072722839513
+Direct free-kick: 0.5894371700070807
+Corner: 0.7730526443109971
+Yellow card: 0.5463265518657134
+Red card: 0.4577510550777239
+Yellow->red card: 0.14632555482846182
+
+Average mAP per matching tolerance:
+0.5: 0.049280022883874376
+1.0: 0.2898253618400472
+2.0: 0.49953557331627074
+3.0: 0.6279231816035068
+4.0: 0.6827577588121749
+5.0: 0.7057828732990182
+6.0: 0.7167046569759303
+8.0: 0.7456605802077302
+10.0: 0.7525411120780979
+15.0: 0.7623616376397075
+20.0: 0.7713706805291813
+25.0: 0.7738679552763846
+30.0: 0.7769465397748355
+35.0: 0.7787570263629231
+40.0: 0.7800023417046331
+45.0: 0.7819128723341403
+50.0: 0.781640538755664
+55.0: 0.782463424785417
+60.0: 0.7832078039567236
+

models/spotting_challenge_validated_baidu_2.0_confidence_zoo_lr5e-5_dwd5e-5_sr0.0_mu0.0/best_model/validation_evaluation/evaluation_run.pkl

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models/spotting_challenge_validated_baidu_2.0_confidence_zoo_lr5e-5_dwd5e-5_sr0.0_mu0.0/last_training_state.pkl

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models/spotting_challenge_validated_baidu_2.0_delta_zoo_lr2e-3_dwd1e-3_sr0.1/best_model/keras_metadata.pb

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models/spotting_challenge_validated_baidu_2.0_delta_zoo_lr2e-3_dwd1e-3_sr0.1/best_model/validation_evaluation/evaluation_aggregate.txt

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+Spotting evaluation:
+
+Classes used when computing mAP:
+Penalty  
+Kick-off  
+Goal  
+Substitution  
+Offside  
+Shots on target  
+Shots off target  
+Clearance  
+Ball out of play  
+Throw-in  
+Foul  
+Indirect free-kick  
+Direct free-kick  
+Corner  
+Yellow card  
+Red card  
+Yellow->red card  
+
+Tolerances used when computing averages:
+loose: [ 5. 10. 15. 20. 25. 30. 35. 40. 45. 50. 55. 60.]
+tight: [1. 2. 3. 4. 5.]
+
+Average-mAP: {'loose': 0.7662096279822181, 'tight': 0.6566531242019126}
+
+loose tolerances average AP per class:
+Penalty: 0.894533571004159
+Kick-off: 0.8177493840087116
+Goal: 0.8973802071918018
+Substitution: 0.7970896427336437
+Offside: 0.6939943338976454
+Shots on target: 0.6921852088758814
+Shots off target: 0.698441986606777
+Clearance: 0.8079548424322196
+Ball out of play: 0.8873613893319913
+Throw-in: 0.8846076057593144
+Foul: 0.8503001056840717
+Indirect free-kick: 0.6950166072665495
+Direct free-kick: 0.6964825043125895
+Corner: 0.8865237165689985
+Yellow card: 0.7545175741393119
+Red card: 0.654773160936643
+Yellow->red card: 0.4166518349473964
+
+tight tolerances average AP per class:
+Penalty: 0.8945335710041591
+Kick-off: 0.6103800909887226
+Goal: 0.8537389338099742
+Substitution: 0.5677320371744393
+Offside: 0.5797144636449949
+Shots on target: 0.6420508858869809
+Shots off target: 0.6555206661595624
+Clearance: 0.6392485961257512
+Ball out of play: 0.788405167505265
+Throw-in: 0.7766098994543711
+Foul: 0.7516359976381484
+Indirect free-kick: 0.4969088717306036
+Direct free-kick: 0.6537167167739756
+Corner: 0.8373121966749476
+Yellow card: 0.6098265528309277
+Red card: 0.6039474736287078
+Yellow->red card: 0.20182099040098242
+
+Average mAP per matching tolerance:
+0.5: 0.1272686762658488
+1.0: 0.48687059041618613
+2.0: 0.6362937764978039
+3.0: 0.682930536155813
+4.0: 0.705609167482513
+5.0: 0.7166874429268548
+6.0: 0.7264228877117541
+8.0: 0.735646721757947
+10.0: 0.7411050800948707
+15.0: 0.7612803339687609
+20.0: 0.7648629685615771
+25.0: 0.7677268024898788
+30.0: 0.7705145198447328
+35.0: 0.7727013278322056
+40.0: 0.7741893120861303
+45.0: 0.7751610070466439
+50.0: 0.7764651742982923
+55.0: 0.7771110129162297
+60.0: 0.7776892944032967
+

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models/spotting_challenge_validated_baidu_2.0_delta_zoo_lr2e-3_dwd1e-3_sr0.1/last_training_state.pkl

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models/spotting_challenge_validated_resnet_normalized_confidence_zoo_lr5e-4_dwd2e-4_sr0.02_mu0.0/best_model/keras_metadata.pb

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models/spotting_challenge_validated_resnet_normalized_confidence_zoo_lr5e-4_dwd2e-4_sr0.02_mu0.0/best_model/validation_evaluation/evaluation_aggregate.txt

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+Spotting evaluation:
+
+Classes used when computing mAP:
+Penalty  
+Kick-off  
+Goal  
+Substitution  
+Offside  
+Shots on target  
+Shots off target  
+Clearance  
+Ball out of play  
+Throw-in  
+Foul  
+Indirect free-kick  
+Direct free-kick  
+Corner  
+Yellow card  
+Red card  
+Yellow->red card  
+
+Tolerances used when computing averages:
+loose: [ 5. 10. 15. 20. 25. 30. 35. 40. 45. 50. 55. 60.]
+tight: [1. 2. 3. 4. 5.]
+
+Average-mAP: {'loose': 0.6845959896330203, 'tight': 0.442723160699509}
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+loose tolerances average AP per class:
+Penalty: 0.8881015414091318
+Kick-off: 0.785445215258198
+Goal: 0.8866361754355803
+Substitution: 0.8146722824154945
+Offside: 0.5566738489500462
+Shots on target: 0.5799867240063719
+Shots off target: 0.6107333629697733
+Clearance: 0.7617779926201746
+Ball out of play: 0.8501881326569233
+Throw-in: 0.8124804132257497
+Foul: 0.7837892173516096
+Indirect free-kick: 0.5973316469377725
+Direct free-kick: 0.6942283742204621
+Corner: 0.8763494748595954
+Yellow card: 0.6933007777510594
+Red card: 0.3489125889053703
+Yellow->red card: 0.09752405478803204
+
+tight tolerances average AP per class:
+Penalty: 0.7171278380398352
+Kick-off: 0.3417062701660506
+Goal: 0.6939162048440681
+Substitution: 0.4020733660504313
+Offside: 0.38471732933849623
+Shots on target: 0.40389420996175596
+Shots off target: 0.3958921163838167
+Clearance: 0.4760260122239642
+Ball out of play: 0.5802886949333977
+Throw-in: 0.4650532655600778
+Foul: 0.5020026562495283
+Indirect free-kick: 0.2923944982211012
+Direct free-kick: 0.45937193700816453
+Corner: 0.7064462497757125
+Yellow card: 0.43282361743166686
+Red card: 0.26858697052680763
+Yellow->red card: 0.0039724951767787986
+
+Average mAP per matching tolerance:
+0.5: 0.04675980739374076
+1.0: 0.1738171550785299
+2.0: 0.3733004595275104
+3.0: 0.4681760894286664
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+50.0: 0.7003162961848393
+55.0: 0.7009179326216723
+60.0: 0.7019676619315655
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models/spotting_challenge_validated_resnet_normalized_delta_zoo_lr5e-4_dwd2e-4_sr0.7/best_model/validation_evaluation/evaluation_aggregate.txt

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+Spotting evaluation:
+
+Classes used when computing mAP:
+Penalty  
+Kick-off  
+Goal  
+Substitution  
+Offside  
+Shots on target  
+Shots off target  
+Clearance  
+Ball out of play  
+Throw-in  
+Foul  
+Indirect free-kick  
+Direct free-kick  
+Corner  
+Yellow card  
+Red card  
+Yellow->red card  
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+Tolerances used when computing averages:
+loose: [ 5. 10. 15. 20. 25. 30. 35. 40. 45. 50. 55. 60.]
+tight: [1. 2. 3. 4. 5.]
+
+Average-mAP: {'loose': 0.6670243812427293, 'tight': 0.5114414862044733}
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+loose tolerances average AP per class:
+Penalty: 0.8678542097295321
+Kick-off: 0.6680320981491514
+Goal: 0.8949547426699099
+Substitution: 0.7829070363951086
+Offside: 0.558079999540202
+Shots on target: 0.5877052019280011
+Shots off target: 0.6173342482273707
+Clearance: 0.749151958580315
+Ball out of play: 0.847276699857963
+Throw-in: 0.7934534611427388
+Foul: 0.7771546932105237
+Indirect free-kick: 0.5760106285953807
+Direct free-kick: 0.6825220265607781
+Corner: 0.8739934818025991
+Yellow card: 0.6768347644599589
+Red card: 0.30657816262207793
+Yellow->red card: 0.07957106765479095
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+tight tolerances average AP per class:
+Penalty: 0.8191815967784863
+Kick-off: 0.3621368834250279
+Goal: 0.7843689345505015
+Substitution: 0.49730183948927226
+Offside: 0.43328736678281304
+Shots on target: 0.49375109324774724
+Shots off target: 0.5422845455626983
+Clearance: 0.5332381448064867
+Ball out of play: 0.641525435785345
+Throw-in: 0.52376396569383
+Foul: 0.5360675928308278
+Indirect free-kick: 0.33834437927902006
+Direct free-kick: 0.6195222607384987
+Corner: 0.768765493480221
+Yellow card: 0.4911241655569546
+Red card: 0.28318488105307826
+Yellow->red card: 0.02665668641523656
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+Average mAP per matching tolerance:
+0.5: 0.06511391000431754
+1.0: 0.3066567138097965
+2.0: 0.46224942106039296
+3.0: 0.5437360851297403
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+55.0: 0.6806367024614658
+60.0: 0.6814623009043262
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