add models for standard training/validation/test protocol

models/spotting_test_baidu_2.0_confidence_zoo_lr2e-4_dwd2e-4_sr0.0_mu2.0/best_model/keras_metadata.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07e10b2a4f3f690c43504e76886757f76c79fb1462cb6bf84487a5b9437c9b16
+size 390347

models/spotting_test_baidu_2.0_confidence_zoo_lr2e-4_dwd2e-4_sr0.0_mu2.0/best_model/saved_model.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab1eb5c4a5abd0f5a9ac65cf9515911f556d5badd51b5457f61c4e793ac896ee
+size 2309358

models/spotting_test_baidu_2.0_confidence_zoo_lr2e-4_dwd2e-4_sr0.0_mu2.0/best_model/shared_args.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c6344c48ec5a099f89af1641514410a20fb8e380be7d9cfb1c06591bbd69ac8
+size 2390

models/spotting_test_baidu_2.0_confidence_zoo_lr2e-4_dwd2e-4_sr0.0_mu2.0/best_model/validation_evaluation/evaluation_aggregate.txt

@@ -0,0 +1,86 @@
+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': 0.7697468777801022, 'tight': 0.4725396740731882}
+
+loose tolerances average AP per class:
+Penalty: 0.9064118170144985
+Kick-off: 0.8452419136558464
+Goal: 0.9028295032655154
+Substitution: 0.8045037864394925
+Offside: 0.7111689034864113
+Shots on target: 0.6523593487612178
+Shots off target: 0.6548132062568497
+Clearance: 0.8098799849913099
+Ball out of play: 0.8837768686032295
+Throw-in: 0.88304417281191
+Foul: 0.8515440791743816
+Indirect free-kick: 0.7018395432292706
+Direct free-kick: 0.7035719251578407
+Corner: 0.8850917356868572
+Yellow card: 0.7718782467142656
+Red card: 0.7151247266097446
+Yellow->red card: 0.4026171604030975
+
+tight tolerances average AP per class:
+Penalty: 0.39878296020675696
+Kick-off: 0.4655279663138363
+Goal: 0.41145209565593444
+Substitution: 0.4010902716901373
+Offside: 0.42167501593358636
+Shots on target: 0.3933648875701044
+Shots off target: 0.38523736324124913
+Clearance: 0.5527828131718351
+Ball out of play: 0.7066737524685388
+Throw-in: 0.6955459545197544
+Foul: 0.6872027581329865
+Indirect free-kick: 0.39915180069259715
+Direct free-kick: 0.38385401645756845
+Corner: 0.684568498878888
+Yellow card: 0.48912095396812716
+Red card: 0.5423092532467533
+Yellow->red card: 0.014834097095544839
+
+Average mAP per matching tolerance:
+0.5: 0.06210977349516641
+1.0: 0.16919153807609422
+2.0: 0.33256221878563913
+3.0: 0.5036070508391679
+4.0: 0.623492476121677
+5.0: 0.6918023630164428
+6.0: 0.7070911489071265
+8.0: 0.737111810193517
+10.0: 0.7470992839144852
+15.0: 0.7638112843938537
+20.0: 0.769818656757374
+25.0: 0.7729580537395817
+30.0: 0.7756955948121412
+35.0: 0.7775562805804698
+40.0: 0.7784209705865142
+45.0: 0.780800288672475
+50.0: 0.7811029935557567
+55.0: 0.7818617223051254
+60.0: 0.784378689510252
+

models/spotting_test_baidu_2.0_confidence_zoo_lr2e-4_dwd2e-4_sr0.0_mu2.0/best_model/validation_evaluation/evaluation_run.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa584ad1fbe42d53282ced79fd99771704a1df057ce479ba41d631547135e294
+size 3115247

models/spotting_test_baidu_2.0_confidence_zoo_lr2e-4_dwd2e-4_sr0.0_mu2.0/best_model/variables/variables.data-00000-of-00001

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdb3cc382bd752605bd7bbefb01c5112093c343a6a01fbbde43caf9d2ff9385b
+size 87524644

models/spotting_test_baidu_2.0_confidence_zoo_lr2e-4_dwd2e-4_sr0.0_mu2.0/last_training_state.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b115febbbf92995fa191d9adb904fa4c6fed7eba179fe066bff2d1f12f79b32b
+size 345

models/spotting_test_baidu_2.0_delta_zoo_lr5e-4_dwd5e-4_sr0.7/best_model/keras_metadata.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a48ef40449fa5e371490a00827bb2f39b3121100a48e2cb442882162c29fe851
+size 391104

models/spotting_test_baidu_2.0_delta_zoo_lr5e-4_dwd5e-4_sr0.7/best_model/saved_model.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:301dac03e82a03848f1815b133ca801c05351717d37dad5c301153bf1abc77bc
+size 2313296

models/spotting_test_baidu_2.0_delta_zoo_lr5e-4_dwd5e-4_sr0.7/best_model/shared_args.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55bdbb4fef6e5af9862488bddaee0140d4d83f6242bbfd6ee1083435d0622005
+size 2477

models/spotting_test_baidu_2.0_delta_zoo_lr5e-4_dwd5e-4_sr0.7/best_model/validation_evaluation/evaluation_aggregate.txt

@@ -0,0 +1,108 @@
+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.]
+medium: [ 1.  2.  3.  4.  5.  6.  7.  8.  9. 10.]
+tight: [1. 2. 3. 4. 5.]
+
+Average-mAP: {'loose': 0.7641114069848027, 'medium': 0.700354083559039, 'tight': 0.6567702333102703}
+
+loose tolerances average AP per class:
+Penalty: 0.9065799605061143
+Kick-off: 0.8008215939700422
+Goal: 0.9035861936592834
+Substitution: 0.793286452744783
+Offside: 0.7115938393129988
+Shots on target: 0.659169161499905
+Shots off target: 0.6559668046956462
+Clearance: 0.8023720979224213
+Ball out of play: 0.8848537039697127
+Throw-in: 0.8805556459934979
+Foul: 0.8521737423539192
+Indirect free-kick: 0.690738849066505
+Direct free-kick: 0.7004659266125052
+Corner: 0.884373068595685
+Yellow card: 0.7671719129282211
+Red card: 0.7068468548288096
+Yellow->red card: 0.3893381100815985
+
+medium tolerances average AP per class:
+Penalty: 0.9065709133835226
+Kick-off: 0.6361810298980141
+Goal: 0.8827145472397011
+Substitution: 0.652964229888401
+Offside: 0.6572456205765741
+Shots on target: 0.6293978711966104
+Shots off target: 0.6311424535920489
+Clearance: 0.698831466100018
+Ball out of play: 0.8378674076491867
+Throw-in: 0.8266674099415634
+Foul: 0.8010304968057383
+Indirect free-kick: 0.5668188993667939
+Direct free-kick: 0.6758479640931596
+Corner: 0.8598987800306073
+Yellow card: 0.6879343719256132
+Red card: 0.6858083544877704
+Yellow->red card: 0.26909760432833785
+
+tight tolerances average AP per class:
+Penalty: 0.9065596044802829
+Kick-off: 0.5513087712414222
+Goal: 0.8664616111378455
+Substitution: 0.5669912743773917
+Offside: 0.6004949227420943
+Shots on target: 0.6064689093816331
+Shots off target: 0.6138232430816453
+Clearance: 0.6234482025398194
+Ball out of play: 0.7877722366423014
+Throw-in: 0.7722404004776058
+Foul: 0.7513184728371911
+Indirect free-kick: 0.4787180072667003
+Direct free-kick: 0.660139650635096
+Corner: 0.8396130508895938
+Yellow card: 0.6266737730096887
+Red card: 0.6595102290614709
+Yellow->red card: 0.253551606472811
+
+Average mAP per matching tolerance:
+0.5: 0.12165275012892124
+1.0: 0.4850931400376868
+2.0: 0.6331924864579567
+3.0: 0.6860026509582634
+4.0: 0.7056131764680416
+5.0: 0.719452098675952
+6.0: 0.7279845365651871
+7.0: 0.733109940946103
+8.0: 0.7399905056532482
+9.0: 0.7428584684740024
+10.0: 0.7448726356275048
+15.0: 0.7594696541280659
+20.0: 0.7633630765808164
+25.0: 0.7658403629534931
+30.0: 0.7675784282719862
+35.0: 0.7693976576101933
+40.0: 0.7705177539373202
+45.0: 0.7713735740829538
+50.0: 0.772416607890883
+55.0: 0.773477748119113
+60.0: 0.7743838565850502
+

models/spotting_test_baidu_2.0_delta_zoo_lr5e-4_dwd5e-4_sr0.7/best_model/validation_evaluation/evaluation_run.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d50d495a5815cfe23901cec0f799a932f0d4115be46da4d560502c896912e45c
+size 3443114

models/spotting_test_baidu_2.0_delta_zoo_lr5e-4_dwd5e-4_sr0.7/best_model/variables/variables.data-00000-of-00001

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30fec0c7fd7c8cef6a13106d242cd72a11f7a122d9124be7a515c78b4f668f55
+size 87524998

models/spotting_test_baidu_2.0_delta_zoo_lr5e-4_dwd5e-4_sr0.7/last_training_state.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:248e3081d18fa7848b922253a10a3e87f6521e91784b53fa949237d86456c26b
+size 346

models/spotting_test_resnet_normalized_confidence_zoo_lr1e-3_dwd2e-4_sr0.5_mu2.0/best_model/keras_metadata.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:112dcab0d7c161702c3cec117cb396b02f45f8840aa627ae1ee1e3c34acbf74a
+size 390329

models/spotting_test_resnet_normalized_confidence_zoo_lr1e-3_dwd2e-4_sr0.5_mu2.0/best_model/saved_model.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bfe328be674a6fe647c72fb2dad69b44193ebcec5d1077d854f65c3d0ccfcac
+size 2309358

models/spotting_test_resnet_normalized_confidence_zoo_lr1e-3_dwd2e-4_sr0.5_mu2.0/best_model/shared_args.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45e7aecfb5e1fb369cd444ae30204fe7e40e2f8953fd9a1d6758e7aacfa86852
+size 2414

models/spotting_test_resnet_normalized_confidence_zoo_lr1e-3_dwd2e-4_sr0.5_mu2.0/best_model/validation_evaluation/evaluation_aggregate.txt

@@ -0,0 +1,86 @@
+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': 0.70549532221838, 'tight': 0.3686656808255795}
+
+loose tolerances average AP per class:
+Penalty: 0.9381937131937135
+Kick-off: 0.762385351136379
+Goal: 0.9021311644939966
+Substitution: 0.818080818083698
+Offside: 0.6409229339146846
+Shots on target: 0.5997190089282661
+Shots off target: 0.616965314896057
+Clearance: 0.7768870540432028
+Ball out of play: 0.8549052274539638
+Throw-in: 0.8223634632744065
+Foul: 0.7943132706297785
+Indirect free-kick: 0.6303478457295613
+Direct free-kick: 0.6988838698176714
+Corner: 0.8839876375239379
+Yellow card: 0.7451598515411106
+Red card: 0.39531882655135747
+Yellow->red card: 0.11285512650067493
+
+tight tolerances average AP per class:
+Penalty: 0.36970964992355365
+Kick-off: 0.306318792950671
+Goal: 0.5691281156927652
+Substitution: 0.4138716948568844
+Offside: 0.37383311180233353
+Shots on target: 0.3426333099406213
+Shots off target: 0.299596149052216
+Clearance: 0.4000182869252811
+Ball out of play: 0.5405752785328128
+Throw-in: 0.4255268739558422
+Foul: 0.47717532212613833
+Indirect free-kick: 0.2907088690479236
+Direct free-kick: 0.31398772576093187
+Corner: 0.4772680863402932
+Yellow card: 0.4390340649180631
+Red card: 0.2234144327898183
+Yellow->red card: 0.0045168094187010045
+
+Average mAP per matching tolerance:
+0.5: 0.03079205560587567
+1.0: 0.10914430617708493
+2.0: 0.23636849638806634
+3.0: 0.37935140105187876
+4.0: 0.5117710226557788
+5.0: 0.5851993002361029
+6.0: 0.6224088726062689
+8.0: 0.6608834008267809
+10.0: 0.6756644024057487
+15.0: 0.6958758401547267
+20.0: 0.7050436291777497
+25.0: 0.7109167893772375
+30.0: 0.7145413605576261
+35.0: 0.7172122067578619
+40.0: 0.7189253611066242
+45.0: 0.7209749185560622
+50.0: 0.7222927458755417
+55.0: 0.7237899126247193
+60.0: 0.7252234553804606
+

models/spotting_test_resnet_normalized_confidence_zoo_lr1e-3_dwd2e-4_sr0.5_mu2.0/best_model/validation_evaluation/evaluation_run.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b81f8899c7fafb794c4b86687dc3d40c3e18f68835242f7d632cfef3b666008
+size 3115271

models/spotting_test_resnet_normalized_confidence_zoo_lr1e-3_dwd2e-4_sr0.5_mu2.0/best_model/variables/variables.data-00000-of-00001

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0fca9c8e3788922ad99696f0ea82ae4203f70b3fe4abdfea769210e8b1b4678
+size 74155300

models/spotting_test_resnet_normalized_confidence_zoo_lr1e-3_dwd2e-4_sr0.5_mu2.0/last_training_state.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9bc9b5e05850c52b03e64169dad227c80383f616661c3d45e01036e753d85b6
+size 345

models/spotting_test_resnet_normalized_delta_zoo_lr1e-3_dwd5e-4_sr0.5/best_model/keras_metadata.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd90cc512931207cb4aa1f718a3705365ec46af88f50bb72a11e4cb8d0053482
+size 391103

models/spotting_test_resnet_normalized_delta_zoo_lr1e-3_dwd5e-4_sr0.5/best_model/saved_model.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4439c755fbe6e09b54d8e8d9496f03ae1275a52ef6b08ba65ebbd90b7207e15
+size 2313296

models/spotting_test_resnet_normalized_delta_zoo_lr1e-3_dwd5e-4_sr0.5/best_model/shared_args.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18c8c5d1d3a22cacca5faf644226517b2ca2c59361718a1bb3939c73b929323f
+size 2509

models/spotting_test_resnet_normalized_delta_zoo_lr1e-3_dwd5e-4_sr0.5/best_model/validation_evaluation/evaluation_aggregate.txt

@@ -0,0 +1,108 @@
+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.]
+medium: [ 1.  2.  3.  4.  5.  6.  7.  8.  9. 10.]
+tight: [1. 2. 3. 4. 5.]
+
+Average-mAP: {'loose': 0.6958861299638878, 'medium': 0.5999346777952036, 'tight': 0.5289948755011722}
+
+loose tolerances average AP per class:
+Penalty: 0.9478970237590929
+Kick-off: 0.6743557253895452
+Goal: 0.9021141238244884
+Substitution: 0.7705792343372944
+Offside: 0.6465992463818695
+Shots on target: 0.6039226375470301
+Shots off target: 0.6235256472264149
+Clearance: 0.776022840565712
+Ball out of play: 0.8570953825679789
+Throw-in: 0.8091787667465319
+Foul: 0.787543329315868
+Indirect free-kick: 0.6066057166735183
+Direct free-kick: 0.6998811508810872
+Corner: 0.8924904722912949
+Yellow card: 0.7248033473647646
+Red card: 0.38528811260912527
+Yellow->red card: 0.12216145190447686
+
+medium tolerances average AP per class:
+Penalty: 0.9380468729794068
+Kick-off: 0.46058433303483337
+Goal: 0.8523339499429768
+Substitution: 0.6050240664320317
+Offside: 0.5771840570886856
+Shots on target: 0.5511573626502093
+Shots off target: 0.5850378160078192
+Clearance: 0.6398929372463155
+Ball out of play: 0.748194215210628
+Throw-in: 0.6536501129324245
+Foul: 0.6540557206151613
+Indirect free-kick: 0.4441868295500137
+Direct free-kick: 0.6582771127506788
+Corner: 0.8290656762132704
+Yellow card: 0.6103792230711104
+Red card: 0.3406567639768095
+Yellow->red card: 0.05116247281608602
+
+tight tolerances average AP per class:
+Penalty: 0.9257341845047992
+Kick-off: 0.3580547404531811
+Goal: 0.7999489078398818
+Substitution: 0.49806177935409157
+Offside: 0.5053275911308506
+Shots on target: 0.5053140804012998
+Shots off target: 0.5501053705091552
+Clearance: 0.5532699866759299
+Ball out of play: 0.6407774223368152
+Throw-in: 0.5256668479728649
+Foul: 0.5320072005056276
+Indirect free-kick: 0.3467520667032634
+Direct free-kick: 0.6267047591086059
+Corner: 0.7718606209197564
+Yellow card: 0.5361064544680874
+Red card: 0.3086438118288243
+Yellow->red card: 0.008577058806894803
+
+Average mAP per matching tolerance:
+0.5: 0.08708937225501305
+1.0: 0.3248088386724618
+2.0: 0.4814491285388525
+3.0: 0.5593748310863541
+4.0: 0.5995487284476141
+5.0: 0.626404789191275
+6.0: 0.6407494399299578
+7.0: 0.6565578435127098
+8.0: 0.6645754882969692
+9.0: 0.6707186484744184
+10.0: 0.6752575666849006
+15.0: 0.6863358297297503
+20.0: 0.6924577970170378
+25.0: 0.6957281074225149
+30.0: 0.6995888933278269
+35.0: 0.7030027961064762
+40.0: 0.7045599856060585
+45.0: 0.7074455947856204
+50.0: 0.7094525099633234
+55.0: 0.7117228666240523
+60.0: 0.7119861754791356
+

models/spotting_test_resnet_normalized_delta_zoo_lr1e-3_dwd5e-4_sr0.5/best_model/validation_evaluation/evaluation_run.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb8c8a15cfef53cbbd67f86a8a2f0d2006b876df3601eb6f79d789c884d01e31
+size 3443146

models/spotting_test_resnet_normalized_delta_zoo_lr1e-3_dwd5e-4_sr0.5/best_model/variables/variables.data-00000-of-00001

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd5da8c10568e8bab07c2b3a34b0e01963f2d3163a7aab720fc781e271928f43
+size 74155654

models/spotting_test_resnet_normalized_delta_zoo_lr1e-3_dwd5e-4_sr0.5/last_training_state.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:576442c28c49f44d14fd7bfb0ae89243d39f3b84490f35b610301840139f4ea3
+size 346