thinh-huynh-re commited on
Commit
254ea49
1 Parent(s): 1def0a4
labels/kinetics_400.csv ADDED
@@ -0,0 +1,401 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ id,name
2
+ 0,abseiling
3
+ 1,air drumming
4
+ 2,answering questions
5
+ 3,applauding
6
+ 4,applying cream
7
+ 5,archery
8
+ 6,arm wrestling
9
+ 7,arranging flowers
10
+ 8,assembling computer
11
+ 9,auctioning
12
+ 10,baby waking up
13
+ 11,baking cookies
14
+ 12,balloon blowing
15
+ 13,bandaging
16
+ 14,barbequing
17
+ 15,bartending
18
+ 16,beatboxing
19
+ 17,bee keeping
20
+ 18,belly dancing
21
+ 19,bench pressing
22
+ 20,bending back
23
+ 21,bending metal
24
+ 22,biking through snow
25
+ 23,blasting sand
26
+ 24,blowing glass
27
+ 25,blowing leaves
28
+ 26,blowing nose
29
+ 27,blowing out candles
30
+ 28,bobsledding
31
+ 29,bookbinding
32
+ 30,bouncing on trampoline
33
+ 31,bowling
34
+ 32,braiding hair
35
+ 33,breading or breadcrumbing
36
+ 34,breakdancing
37
+ 35,brush painting
38
+ 36,brushing hair
39
+ 37,brushing teeth
40
+ 38,building cabinet
41
+ 39,building shed
42
+ 40,bungee jumping
43
+ 41,busking
44
+ 42,canoeing or kayaking
45
+ 43,capoeira
46
+ 44,carrying baby
47
+ 45,cartwheeling
48
+ 46,carving pumpkin
49
+ 47,catching fish
50
+ 48,catching or throwing baseball
51
+ 49,catching or throwing frisbee
52
+ 50,catching or throwing softball
53
+ 51,celebrating
54
+ 52,changing oil
55
+ 53,changing wheel
56
+ 54,checking tires
57
+ 55,cheerleading
58
+ 56,chopping wood
59
+ 57,clapping
60
+ 58,clay pottery making
61
+ 59,clean and jerk
62
+ 60,cleaning floor
63
+ 61,cleaning gutters
64
+ 62,cleaning pool
65
+ 63,cleaning shoes
66
+ 64,cleaning toilet
67
+ 65,cleaning windows
68
+ 66,climbing a rope
69
+ 67,climbing ladder
70
+ 68,climbing tree
71
+ 69,contact juggling
72
+ 70,cooking chicken
73
+ 71,cooking egg
74
+ 72,cooking on campfire
75
+ 73,cooking sausages
76
+ 74,counting money
77
+ 75,country line dancing
78
+ 76,cracking neck
79
+ 77,crawling baby
80
+ 78,crossing river
81
+ 79,crying
82
+ 80,curling hair
83
+ 81,cutting nails
84
+ 82,cutting pineapple
85
+ 83,cutting watermelon
86
+ 84,dancing ballet
87
+ 85,dancing charleston
88
+ 86,dancing gangnam style
89
+ 87,dancing macarena
90
+ 88,deadlifting
91
+ 89,decorating the christmas tree
92
+ 90,digging
93
+ 91,dining
94
+ 92,disc golfing
95
+ 93,diving cliff
96
+ 94,dodgeball
97
+ 95,doing aerobics
98
+ 96,doing laundry
99
+ 97,doing nails
100
+ 98,drawing
101
+ 99,dribbling basketball
102
+ 100,drinking
103
+ 101,drinking beer
104
+ 102,drinking shots
105
+ 103,driving car
106
+ 104,driving tractor
107
+ 105,drop kicking
108
+ 106,drumming fingers
109
+ 107,dunking basketball
110
+ 108,dying hair
111
+ 109,eating burger
112
+ 110,eating cake
113
+ 111,eating carrots
114
+ 112,eating chips
115
+ 113,eating doughnuts
116
+ 114,eating hotdog
117
+ 115,eating ice cream
118
+ 116,eating spaghetti
119
+ 117,eating watermelon
120
+ 118,egg hunting
121
+ 119,exercising arm
122
+ 120,exercising with an exercise ball
123
+ 121,extinguishing fire
124
+ 122,faceplanting
125
+ 123,feeding birds
126
+ 124,feeding fish
127
+ 125,feeding goats
128
+ 126,filling eyebrows
129
+ 127,finger snapping
130
+ 128,fixing hair
131
+ 129,flipping pancake
132
+ 130,flying kite
133
+ 131,folding clothes
134
+ 132,folding napkins
135
+ 133,folding paper
136
+ 134,front raises
137
+ 135,frying vegetables
138
+ 136,garbage collecting
139
+ 137,gargling
140
+ 138,getting a haircut
141
+ 139,getting a tattoo
142
+ 140,giving or receiving award
143
+ 141,golf chipping
144
+ 142,golf driving
145
+ 143,golf putting
146
+ 144,grinding meat
147
+ 145,grooming dog
148
+ 146,grooming horse
149
+ 147,gymnastics tumbling
150
+ 148,hammer throw
151
+ 149,headbanging
152
+ 150,headbutting
153
+ 151,high jump
154
+ 152,high kick
155
+ 153,hitting baseball
156
+ 154,hockey stop
157
+ 155,holding snake
158
+ 156,hopscotch
159
+ 157,hoverboarding
160
+ 158,hugging
161
+ 159,hula hooping
162
+ 160,hurdling
163
+ 161,hurling (sport)
164
+ 162,ice climbing
165
+ 163,ice fishing
166
+ 164,ice skating
167
+ 165,ironing
168
+ 166,javelin throw
169
+ 167,jetskiing
170
+ 168,jogging
171
+ 169,juggling balls
172
+ 170,juggling fire
173
+ 171,juggling soccer ball
174
+ 172,jumping into pool
175
+ 173,jumpstyle dancing
176
+ 174,kicking field goal
177
+ 175,kicking soccer ball
178
+ 176,kissing
179
+ 177,kitesurfing
180
+ 178,knitting
181
+ 179,krumping
182
+ 180,laughing
183
+ 181,laying bricks
184
+ 182,long jump
185
+ 183,lunge
186
+ 184,making a cake
187
+ 185,making a sandwich
188
+ 186,making bed
189
+ 187,making jewelry
190
+ 188,making pizza
191
+ 189,making snowman
192
+ 190,making sushi
193
+ 191,making tea
194
+ 192,marching
195
+ 193,massaging back
196
+ 194,massaging feet
197
+ 195,massaging legs
198
+ 196,massaging person's head
199
+ 197,milking cow
200
+ 198,mopping floor
201
+ 199,motorcycling
202
+ 200,moving furniture
203
+ 201,mowing lawn
204
+ 202,news anchoring
205
+ 203,opening bottle
206
+ 204,opening present
207
+ 205,paragliding
208
+ 206,parasailing
209
+ 207,parkour
210
+ 208,passing American football (in game)
211
+ 209,passing American football (not in game)
212
+ 210,peeling apples
213
+ 211,peeling potatoes
214
+ 212,petting animal (not cat)
215
+ 213,petting cat
216
+ 214,picking fruit
217
+ 215,planting trees
218
+ 216,plastering
219
+ 217,playing accordion
220
+ 218,playing badminton
221
+ 219,playing bagpipes
222
+ 220,playing basketball
223
+ 221,playing bass guitar
224
+ 222,playing cards
225
+ 223,playing cello
226
+ 224,playing chess
227
+ 225,playing clarinet
228
+ 226,playing controller
229
+ 227,playing cricket
230
+ 228,playing cymbals
231
+ 229,playing didgeridoo
232
+ 230,playing drums
233
+ 231,playing flute
234
+ 232,playing guitar
235
+ 233,playing harmonica
236
+ 234,playing harp
237
+ 235,playing ice hockey
238
+ 236,playing keyboard
239
+ 237,playing kickball
240
+ 238,playing monopoly
241
+ 239,playing organ
242
+ 240,playing paintball
243
+ 241,playing piano
244
+ 242,playing poker
245
+ 243,playing recorder
246
+ 244,playing saxophone
247
+ 245,playing squash or racquetball
248
+ 246,playing tennis
249
+ 247,playing trombone
250
+ 248,playing trumpet
251
+ 249,playing ukulele
252
+ 250,playing violin
253
+ 251,playing volleyball
254
+ 252,playing xylophone
255
+ 253,pole vault
256
+ 254,presenting weather forecast
257
+ 255,pull ups
258
+ 256,pumping fist
259
+ 257,pumping gas
260
+ 258,punching bag
261
+ 259,punching person (boxing)
262
+ 260,push up
263
+ 261,pushing car
264
+ 262,pushing cart
265
+ 263,pushing wheelchair
266
+ 264,reading book
267
+ 265,reading newspaper
268
+ 266,recording music
269
+ 267,riding a bike
270
+ 268,riding camel
271
+ 269,riding elephant
272
+ 270,riding mechanical bull
273
+ 271,riding mountain bike
274
+ 272,riding mule
275
+ 273,riding or walking with horse
276
+ 274,riding scooter
277
+ 275,riding unicycle
278
+ 276,ripping paper
279
+ 277,robot dancing
280
+ 278,rock climbing
281
+ 279,rock scissors paper
282
+ 280,roller skating
283
+ 281,running on treadmill
284
+ 282,sailing
285
+ 283,salsa dancing
286
+ 284,sanding floor
287
+ 285,scrambling eggs
288
+ 286,scuba diving
289
+ 287,setting table
290
+ 288,shaking hands
291
+ 289,shaking head
292
+ 290,sharpening knives
293
+ 291,sharpening pencil
294
+ 292,shaving head
295
+ 293,shaving legs
296
+ 294,shearing sheep
297
+ 295,shining shoes
298
+ 296,shooting basketball
299
+ 297,shooting goal (soccer)
300
+ 298,shot put
301
+ 299,shoveling snow
302
+ 300,shredding paper
303
+ 301,shuffling cards
304
+ 302,side kick
305
+ 303,sign language interpreting
306
+ 304,singing
307
+ 305,situp
308
+ 306,skateboarding
309
+ 307,ski jumping
310
+ 308,skiing (not slalom or crosscountry)
311
+ 309,skiing crosscountry
312
+ 310,skiing slalom
313
+ 311,skipping rope
314
+ 312,skydiving
315
+ 313,slacklining
316
+ 314,slapping
317
+ 315,sled dog racing
318
+ 316,smoking
319
+ 317,smoking hookah
320
+ 318,snatch weight lifting
321
+ 319,sneezing
322
+ 320,sniffing
323
+ 321,snorkeling
324
+ 322,snowboarding
325
+ 323,snowkiting
326
+ 324,snowmobiling
327
+ 325,somersaulting
328
+ 326,spinning poi
329
+ 327,spray painting
330
+ 328,spraying
331
+ 329,springboard diving
332
+ 330,squat
333
+ 331,sticking tongue out
334
+ 332,stomping grapes
335
+ 333,stretching arm
336
+ 334,stretching leg
337
+ 335,strumming guitar
338
+ 336,surfing crowd
339
+ 337,surfing water
340
+ 338,sweeping floor
341
+ 339,swimming backstroke
342
+ 340,swimming breast stroke
343
+ 341,swimming butterfly stroke
344
+ 342,swing dancing
345
+ 343,swinging legs
346
+ 344,swinging on something
347
+ 345,sword fighting
348
+ 346,tai chi
349
+ 347,taking a shower
350
+ 348,tango dancing
351
+ 349,tap dancing
352
+ 350,tapping guitar
353
+ 351,tapping pen
354
+ 352,tasting beer
355
+ 353,tasting food
356
+ 354,testifying
357
+ 355,texting
358
+ 356,throwing axe
359
+ 357,throwing ball
360
+ 358,throwing discus
361
+ 359,tickling
362
+ 360,tobogganing
363
+ 361,tossing coin
364
+ 362,tossing salad
365
+ 363,training dog
366
+ 364,trapezing
367
+ 365,trimming or shaving beard
368
+ 366,trimming trees
369
+ 367,triple jump
370
+ 368,tying bow tie
371
+ 369,tying knot (not on a tie)
372
+ 370,tying tie
373
+ 371,unboxing
374
+ 372,unloading truck
375
+ 373,using computer
376
+ 374,using remote controller (not gaming)
377
+ 375,using segway
378
+ 376,vault
379
+ 377,waiting in line
380
+ 378,walking the dog
381
+ 379,washing dishes
382
+ 380,washing feet
383
+ 381,washing hair
384
+ 382,washing hands
385
+ 383,water skiing
386
+ 384,water sliding
387
+ 385,watering plants
388
+ 386,waxing back
389
+ 387,waxing chest
390
+ 388,waxing eyebrows
391
+ 389,waxing legs
392
+ 390,weaving basket
393
+ 391,welding
394
+ 392,whistling
395
+ 393,windsurfing
396
+ 394,wrapping present
397
+ 395,wrestling
398
+ 396,writing
399
+ 397,yawning
400
+ 398,yoga
401
+ 399,zumba
labels/kinetics_400.json ADDED
@@ -0,0 +1,402 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "0": "abseiling",
3
+ "1": "air drumming",
4
+ "2": "answering questions",
5
+ "3": "applauding",
6
+ "4": "applying cream",
7
+ "5": "archery",
8
+ "6": "arm wrestling",
9
+ "7": "arranging flowers",
10
+ "8": "assembling computer",
11
+ "9": "auctioning",
12
+ "10": "baby waking up",
13
+ "11": "baking cookies",
14
+ "12": "balloon blowing",
15
+ "13": "bandaging",
16
+ "14": "barbequing",
17
+ "15": "bartending",
18
+ "16": "beatboxing",
19
+ "17": "bee keeping",
20
+ "18": "belly dancing",
21
+ "19": "bench pressing",
22
+ "20": "bending back",
23
+ "21": "bending metal",
24
+ "22": "biking through snow",
25
+ "23": "blasting sand",
26
+ "24": "blowing glass",
27
+ "25": "blowing leaves",
28
+ "26": "blowing nose",
29
+ "27": "blowing out candles",
30
+ "28": "bobsledding",
31
+ "29": "bookbinding",
32
+ "30": "bouncing on trampoline",
33
+ "31": "bowling",
34
+ "32": "braiding hair",
35
+ "33": "breading or breadcrumbing",
36
+ "34": "breakdancing",
37
+ "35": "brush painting",
38
+ "36": "brushing hair",
39
+ "37": "brushing teeth",
40
+ "38": "building cabinet",
41
+ "39": "building shed",
42
+ "40": "bungee jumping",
43
+ "41": "busking",
44
+ "42": "canoeing or kayaking",
45
+ "43": "capoeira",
46
+ "44": "carrying baby",
47
+ "45": "cartwheeling",
48
+ "46": "carving pumpkin",
49
+ "47": "catching fish",
50
+ "48": "catching or throwing baseball",
51
+ "49": "catching or throwing frisbee",
52
+ "50": "catching or throwing softball",
53
+ "51": "celebrating",
54
+ "52": "changing oil",
55
+ "53": "changing wheel",
56
+ "54": "checking tires",
57
+ "55": "cheerleading",
58
+ "56": "chopping wood",
59
+ "57": "clapping",
60
+ "58": "clay pottery making",
61
+ "59": "clean and jerk",
62
+ "60": "cleaning floor",
63
+ "61": "cleaning gutters",
64
+ "62": "cleaning pool",
65
+ "63": "cleaning shoes",
66
+ "64": "cleaning toilet",
67
+ "65": "cleaning windows",
68
+ "66": "climbing a rope",
69
+ "67": "climbing ladder",
70
+ "68": "climbing tree",
71
+ "69": "contact juggling",
72
+ "70": "cooking chicken",
73
+ "71": "cooking egg",
74
+ "72": "cooking on campfire",
75
+ "73": "cooking sausages",
76
+ "74": "counting money",
77
+ "75": "country line dancing",
78
+ "76": "cracking neck",
79
+ "77": "crawling baby",
80
+ "78": "crossing river",
81
+ "79": "crying",
82
+ "80": "curling hair",
83
+ "81": "cutting nails",
84
+ "82": "cutting pineapple",
85
+ "83": "cutting watermelon",
86
+ "84": "dancing ballet",
87
+ "85": "dancing charleston",
88
+ "86": "dancing gangnam style",
89
+ "87": "dancing macarena",
90
+ "88": "deadlifting",
91
+ "89": "decorating the christmas tree",
92
+ "90": "digging",
93
+ "91": "dining",
94
+ "92": "disc golfing",
95
+ "93": "diving cliff",
96
+ "94": "dodgeball",
97
+ "95": "doing aerobics",
98
+ "96": "doing laundry",
99
+ "97": "doing nails",
100
+ "98": "drawing",
101
+ "99": "dribbling basketball",
102
+ "100": "drinking",
103
+ "101": "drinking beer",
104
+ "102": "drinking shots",
105
+ "103": "driving car",
106
+ "104": "driving tractor",
107
+ "105": "drop kicking",
108
+ "106": "drumming fingers",
109
+ "107": "dunking basketball",
110
+ "108": "dying hair",
111
+ "109": "eating burger",
112
+ "110": "eating cake",
113
+ "111": "eating carrots",
114
+ "112": "eating chips",
115
+ "113": "eating doughnuts",
116
+ "114": "eating hotdog",
117
+ "115": "eating ice cream",
118
+ "116": "eating spaghetti",
119
+ "117": "eating watermelon",
120
+ "118": "egg hunting",
121
+ "119": "exercising arm",
122
+ "120": "exercising with an exercise ball",
123
+ "121": "extinguishing fire",
124
+ "122": "faceplanting",
125
+ "123": "feeding birds",
126
+ "124": "feeding fish",
127
+ "125": "feeding goats",
128
+ "126": "filling eyebrows",
129
+ "127": "finger snapping",
130
+ "128": "fixing hair",
131
+ "129": "flipping pancake",
132
+ "130": "flying kite",
133
+ "131": "folding clothes",
134
+ "132": "folding napkins",
135
+ "133": "folding paper",
136
+ "134": "front raises",
137
+ "135": "frying vegetables",
138
+ "136": "garbage collecting",
139
+ "137": "gargling",
140
+ "138": "getting a haircut",
141
+ "139": "getting a tattoo",
142
+ "140": "giving or receiving award",
143
+ "141": "golf chipping",
144
+ "142": "golf driving",
145
+ "143": "golf putting",
146
+ "144": "grinding meat",
147
+ "145": "grooming dog",
148
+ "146": "grooming horse",
149
+ "147": "gymnastics tumbling",
150
+ "148": "hammer throw",
151
+ "149": "headbanging",
152
+ "150": "headbutting",
153
+ "151": "high jump",
154
+ "152": "high kick",
155
+ "153": "hitting baseball",
156
+ "154": "hockey stop",
157
+ "155": "holding snake",
158
+ "156": "hopscotch",
159
+ "157": "hoverboarding",
160
+ "158": "hugging",
161
+ "159": "hula hooping",
162
+ "160": "hurdling",
163
+ "161": "hurling (sport)",
164
+ "162": "ice climbing",
165
+ "163": "ice fishing",
166
+ "164": "ice skating",
167
+ "165": "ironing",
168
+ "166": "javelin throw",
169
+ "167": "jetskiing",
170
+ "168": "jogging",
171
+ "169": "juggling balls",
172
+ "170": "juggling fire",
173
+ "171": "juggling soccer ball",
174
+ "172": "jumping into pool",
175
+ "173": "jumpstyle dancing",
176
+ "174": "kicking field goal",
177
+ "175": "kicking soccer ball",
178
+ "176": "kissing",
179
+ "177": "kitesurfing",
180
+ "178": "knitting",
181
+ "179": "krumping",
182
+ "180": "laughing",
183
+ "181": "laying bricks",
184
+ "182": "long jump",
185
+ "183": "lunge",
186
+ "184": "making a cake",
187
+ "185": "making a sandwich",
188
+ "186": "making bed",
189
+ "187": "making jewelry",
190
+ "188": "making pizza",
191
+ "189": "making snowman",
192
+ "190": "making sushi",
193
+ "191": "making tea",
194
+ "192": "marching",
195
+ "193": "massaging back",
196
+ "194": "massaging feet",
197
+ "195": "massaging legs",
198
+ "196": "massaging person's head",
199
+ "197": "milking cow",
200
+ "198": "mopping floor",
201
+ "199": "motorcycling",
202
+ "200": "moving furniture",
203
+ "201": "mowing lawn",
204
+ "202": "news anchoring",
205
+ "203": "opening bottle",
206
+ "204": "opening present",
207
+ "205": "paragliding",
208
+ "206": "parasailing",
209
+ "207": "parkour",
210
+ "208": "passing American football (in game)",
211
+ "209": "passing American football (not in game)",
212
+ "210": "peeling apples",
213
+ "211": "peeling potatoes",
214
+ "212": "petting animal (not cat)",
215
+ "213": "petting cat",
216
+ "214": "picking fruit",
217
+ "215": "planting trees",
218
+ "216": "plastering",
219
+ "217": "playing accordion",
220
+ "218": "playing badminton",
221
+ "219": "playing bagpipes",
222
+ "220": "playing basketball",
223
+ "221": "playing bass guitar",
224
+ "222": "playing cards",
225
+ "223": "playing cello",
226
+ "224": "playing chess",
227
+ "225": "playing clarinet",
228
+ "226": "playing controller",
229
+ "227": "playing cricket",
230
+ "228": "playing cymbals",
231
+ "229": "playing didgeridoo",
232
+ "230": "playing drums",
233
+ "231": "playing flute",
234
+ "232": "playing guitar",
235
+ "233": "playing harmonica",
236
+ "234": "playing harp",
237
+ "235": "playing ice hockey",
238
+ "236": "playing keyboard",
239
+ "237": "playing kickball",
240
+ "238": "playing monopoly",
241
+ "239": "playing organ",
242
+ "240": "playing paintball",
243
+ "241": "playing piano",
244
+ "242": "playing poker",
245
+ "243": "playing recorder",
246
+ "244": "playing saxophone",
247
+ "245": "playing squash or racquetball",
248
+ "246": "playing tennis",
249
+ "247": "playing trombone",
250
+ "248": "playing trumpet",
251
+ "249": "playing ukulele",
252
+ "250": "playing violin",
253
+ "251": "playing volleyball",
254
+ "252": "playing xylophone",
255
+ "253": "pole vault",
256
+ "254": "presenting weather forecast",
257
+ "255": "pull ups",
258
+ "256": "pumping fist",
259
+ "257": "pumping gas",
260
+ "258": "punching bag",
261
+ "259": "punching person (boxing)",
262
+ "260": "push up",
263
+ "261": "pushing car",
264
+ "262": "pushing cart",
265
+ "263": "pushing wheelchair",
266
+ "264": "reading book",
267
+ "265": "reading newspaper",
268
+ "266": "recording music",
269
+ "267": "riding a bike",
270
+ "268": "riding camel",
271
+ "269": "riding elephant",
272
+ "270": "riding mechanical bull",
273
+ "271": "riding mountain bike",
274
+ "272": "riding mule",
275
+ "273": "riding or walking with horse",
276
+ "274": "riding scooter",
277
+ "275": "riding unicycle",
278
+ "276": "ripping paper",
279
+ "277": "robot dancing",
280
+ "278": "rock climbing",
281
+ "279": "rock scissors paper",
282
+ "280": "roller skating",
283
+ "281": "running on treadmill",
284
+ "282": "sailing",
285
+ "283": "salsa dancing",
286
+ "284": "sanding floor",
287
+ "285": "scrambling eggs",
288
+ "286": "scuba diving",
289
+ "287": "setting table",
290
+ "288": "shaking hands",
291
+ "289": "shaking head",
292
+ "290": "sharpening knives",
293
+ "291": "sharpening pencil",
294
+ "292": "shaving head",
295
+ "293": "shaving legs",
296
+ "294": "shearing sheep",
297
+ "295": "shining shoes",
298
+ "296": "shooting basketball",
299
+ "297": "shooting goal (soccer)",
300
+ "298": "shot put",
301
+ "299": "shoveling snow",
302
+ "300": "shredding paper",
303
+ "301": "shuffling cards",
304
+ "302": "side kick",
305
+ "303": "sign language interpreting",
306
+ "304": "singing",
307
+ "305": "situp",
308
+ "306": "skateboarding",
309
+ "307": "ski jumping",
310
+ "308": "skiing (not slalom or crosscountry)",
311
+ "309": "skiing crosscountry",
312
+ "310": "skiing slalom",
313
+ "311": "skipping rope",
314
+ "312": "skydiving",
315
+ "313": "slacklining",
316
+ "314": "slapping",
317
+ "315": "sled dog racing",
318
+ "316": "smoking",
319
+ "317": "smoking hookah",
320
+ "318": "snatch weight lifting",
321
+ "319": "sneezing",
322
+ "320": "sniffing",
323
+ "321": "snorkeling",
324
+ "322": "snowboarding",
325
+ "323": "snowkiting",
326
+ "324": "snowmobiling",
327
+ "325": "somersaulting",
328
+ "326": "spinning poi",
329
+ "327": "spray painting",
330
+ "328": "spraying",
331
+ "329": "springboard diving",
332
+ "330": "squat",
333
+ "331": "sticking tongue out",
334
+ "332": "stomping grapes",
335
+ "333": "stretching arm",
336
+ "334": "stretching leg",
337
+ "335": "strumming guitar",
338
+ "336": "surfing crowd",
339
+ "337": "surfing water",
340
+ "338": "sweeping floor",
341
+ "339": "swimming backstroke",
342
+ "340": "swimming breast stroke",
343
+ "341": "swimming butterfly stroke",
344
+ "342": "swing dancing",
345
+ "343": "swinging legs",
346
+ "344": "swinging on something",
347
+ "345": "sword fighting",
348
+ "346": "tai chi",
349
+ "347": "taking a shower",
350
+ "348": "tango dancing",
351
+ "349": "tap dancing",
352
+ "350": "tapping guitar",
353
+ "351": "tapping pen",
354
+ "352": "tasting beer",
355
+ "353": "tasting food",
356
+ "354": "testifying",
357
+ "355": "texting",
358
+ "356": "throwing axe",
359
+ "357": "throwing ball",
360
+ "358": "throwing discus",
361
+ "359": "tickling",
362
+ "360": "tobogganing",
363
+ "361": "tossing coin",
364
+ "362": "tossing salad",
365
+ "363": "training dog",
366
+ "364": "trapezing",
367
+ "365": "trimming or shaving beard",
368
+ "366": "trimming trees",
369
+ "367": "triple jump",
370
+ "368": "tying bow tie",
371
+ "369": "tying knot (not on a tie)",
372
+ "370": "tying tie",
373
+ "371": "unboxing",
374
+ "372": "unloading truck",
375
+ "373": "using computer",
376
+ "374": "using remote controller (not gaming)",
377
+ "375": "using segway",
378
+ "376": "vault",
379
+ "377": "waiting in line",
380
+ "378": "walking the dog",
381
+ "379": "washing dishes",
382
+ "380": "washing feet",
383
+ "381": "washing hair",
384
+ "382": "washing hands",
385
+ "383": "water skiing",
386
+ "384": "water sliding",
387
+ "385": "watering plants",
388
+ "386": "waxing back",
389
+ "387": "waxing chest",
390
+ "388": "waxing eyebrows",
391
+ "389": "waxing legs",
392
+ "390": "weaving basket",
393
+ "391": "welding",
394
+ "392": "whistling",
395
+ "393": "windsurfing",
396
+ "394": "wrapping present",
397
+ "395": "wrestling",
398
+ "396": "writing",
399
+ "397": "yawning",
400
+ "398": "yoga",
401
+ "399": "zumba"
402
+ }
raw_labels/kinetics_400.csv ADDED
@@ -0,0 +1,401 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ id,name
2
+ 0,abseiling
3
+ 1,air drumming
4
+ 2,answering questions
5
+ 3,applauding
6
+ 4,applying cream
7
+ 5,archery
8
+ 6,arm wrestling
9
+ 7,arranging flowers
10
+ 8,assembling computer
11
+ 9,auctioning
12
+ 10,baby waking up
13
+ 11,baking cookies
14
+ 12,balloon blowing
15
+ 13,bandaging
16
+ 14,barbequing
17
+ 15,bartending
18
+ 16,beatboxing
19
+ 17,bee keeping
20
+ 18,belly dancing
21
+ 19,bench pressing
22
+ 20,bending back
23
+ 21,bending metal
24
+ 22,biking through snow
25
+ 23,blasting sand
26
+ 24,blowing glass
27
+ 25,blowing leaves
28
+ 26,blowing nose
29
+ 27,blowing out candles
30
+ 28,bobsledding
31
+ 29,bookbinding
32
+ 30,bouncing on trampoline
33
+ 31,bowling
34
+ 32,braiding hair
35
+ 33,breading or breadcrumbing
36
+ 34,breakdancing
37
+ 35,brush painting
38
+ 36,brushing hair
39
+ 37,brushing teeth
40
+ 38,building cabinet
41
+ 39,building shed
42
+ 40,bungee jumping
43
+ 41,busking
44
+ 42,canoeing or kayaking
45
+ 43,capoeira
46
+ 44,carrying baby
47
+ 45,cartwheeling
48
+ 46,carving pumpkin
49
+ 47,catching fish
50
+ 48,catching or throwing baseball
51
+ 49,catching or throwing frisbee
52
+ 50,catching or throwing softball
53
+ 51,celebrating
54
+ 52,changing oil
55
+ 53,changing wheel
56
+ 54,checking tires
57
+ 55,cheerleading
58
+ 56,chopping wood
59
+ 57,clapping
60
+ 58,clay pottery making
61
+ 59,clean and jerk
62
+ 60,cleaning floor
63
+ 61,cleaning gutters
64
+ 62,cleaning pool
65
+ 63,cleaning shoes
66
+ 64,cleaning toilet
67
+ 65,cleaning windows
68
+ 66,climbing a rope
69
+ 67,climbing ladder
70
+ 68,climbing tree
71
+ 69,contact juggling
72
+ 70,cooking chicken
73
+ 71,cooking egg
74
+ 72,cooking on campfire
75
+ 73,cooking sausages
76
+ 74,counting money
77
+ 75,country line dancing
78
+ 76,cracking neck
79
+ 77,crawling baby
80
+ 78,crossing river
81
+ 79,crying
82
+ 80,curling hair
83
+ 81,cutting nails
84
+ 82,cutting pineapple
85
+ 83,cutting watermelon
86
+ 84,dancing ballet
87
+ 85,dancing charleston
88
+ 86,dancing gangnam style
89
+ 87,dancing macarena
90
+ 88,deadlifting
91
+ 89,decorating the christmas tree
92
+ 90,digging
93
+ 91,dining
94
+ 92,disc golfing
95
+ 93,diving cliff
96
+ 94,dodgeball
97
+ 95,doing aerobics
98
+ 96,doing laundry
99
+ 97,doing nails
100
+ 98,drawing
101
+ 99,dribbling basketball
102
+ 100,drinking
103
+ 101,drinking beer
104
+ 102,drinking shots
105
+ 103,driving car
106
+ 104,driving tractor
107
+ 105,drop kicking
108
+ 106,drumming fingers
109
+ 107,dunking basketball
110
+ 108,dying hair
111
+ 109,eating burger
112
+ 110,eating cake
113
+ 111,eating carrots
114
+ 112,eating chips
115
+ 113,eating doughnuts
116
+ 114,eating hotdog
117
+ 115,eating ice cream
118
+ 116,eating spaghetti
119
+ 117,eating watermelon
120
+ 118,egg hunting
121
+ 119,exercising arm
122
+ 120,exercising with an exercise ball
123
+ 121,extinguishing fire
124
+ 122,faceplanting
125
+ 123,feeding birds
126
+ 124,feeding fish
127
+ 125,feeding goats
128
+ 126,filling eyebrows
129
+ 127,finger snapping
130
+ 128,fixing hair
131
+ 129,flipping pancake
132
+ 130,flying kite
133
+ 131,folding clothes
134
+ 132,folding napkins
135
+ 133,folding paper
136
+ 134,front raises
137
+ 135,frying vegetables
138
+ 136,garbage collecting
139
+ 137,gargling
140
+ 138,getting a haircut
141
+ 139,getting a tattoo
142
+ 140,giving or receiving award
143
+ 141,golf chipping
144
+ 142,golf driving
145
+ 143,golf putting
146
+ 144,grinding meat
147
+ 145,grooming dog
148
+ 146,grooming horse
149
+ 147,gymnastics tumbling
150
+ 148,hammer throw
151
+ 149,headbanging
152
+ 150,headbutting
153
+ 151,high jump
154
+ 152,high kick
155
+ 153,hitting baseball
156
+ 154,hockey stop
157
+ 155,holding snake
158
+ 156,hopscotch
159
+ 157,hoverboarding
160
+ 158,hugging
161
+ 159,hula hooping
162
+ 160,hurdling
163
+ 161,hurling (sport)
164
+ 162,ice climbing
165
+ 163,ice fishing
166
+ 164,ice skating
167
+ 165,ironing
168
+ 166,javelin throw
169
+ 167,jetskiing
170
+ 168,jogging
171
+ 169,juggling balls
172
+ 170,juggling fire
173
+ 171,juggling soccer ball
174
+ 172,jumping into pool
175
+ 173,jumpstyle dancing
176
+ 174,kicking field goal
177
+ 175,kicking soccer ball
178
+ 176,kissing
179
+ 177,kitesurfing
180
+ 178,knitting
181
+ 179,krumping
182
+ 180,laughing
183
+ 181,laying bricks
184
+ 182,long jump
185
+ 183,lunge
186
+ 184,making a cake
187
+ 185,making a sandwich
188
+ 186,making bed
189
+ 187,making jewelry
190
+ 188,making pizza
191
+ 189,making snowman
192
+ 190,making sushi
193
+ 191,making tea
194
+ 192,marching
195
+ 193,massaging back
196
+ 194,massaging feet
197
+ 195,massaging legs
198
+ 196,massaging person's head
199
+ 197,milking cow
200
+ 198,mopping floor
201
+ 199,motorcycling
202
+ 200,moving furniture
203
+ 201,mowing lawn
204
+ 202,news anchoring
205
+ 203,opening bottle
206
+ 204,opening present
207
+ 205,paragliding
208
+ 206,parasailing
209
+ 207,parkour
210
+ 208,passing American football (in game)
211
+ 209,passing American football (not in game)
212
+ 210,peeling apples
213
+ 211,peeling potatoes
214
+ 212,petting animal (not cat)
215
+ 213,petting cat
216
+ 214,picking fruit
217
+ 215,planting trees
218
+ 216,plastering
219
+ 217,playing accordion
220
+ 218,playing badminton
221
+ 219,playing bagpipes
222
+ 220,playing basketball
223
+ 221,playing bass guitar
224
+ 222,playing cards
225
+ 223,playing cello
226
+ 224,playing chess
227
+ 225,playing clarinet
228
+ 226,playing controller
229
+ 227,playing cricket
230
+ 228,playing cymbals
231
+ 229,playing didgeridoo
232
+ 230,playing drums
233
+ 231,playing flute
234
+ 232,playing guitar
235
+ 233,playing harmonica
236
+ 234,playing harp
237
+ 235,playing ice hockey
238
+ 236,playing keyboard
239
+ 237,playing kickball
240
+ 238,playing monopoly
241
+ 239,playing organ
242
+ 240,playing paintball
243
+ 241,playing piano
244
+ 242,playing poker
245
+ 243,playing recorder
246
+ 244,playing saxophone
247
+ 245,playing squash or racquetball
248
+ 246,playing tennis
249
+ 247,playing trombone
250
+ 248,playing trumpet
251
+ 249,playing ukulele
252
+ 250,playing violin
253
+ 251,playing volleyball
254
+ 252,playing xylophone
255
+ 253,pole vault
256
+ 254,presenting weather forecast
257
+ 255,pull ups
258
+ 256,pumping fist
259
+ 257,pumping gas
260
+ 258,punching bag
261
+ 259,punching person (boxing)
262
+ 260,push up
263
+ 261,pushing car
264
+ 262,pushing cart
265
+ 263,pushing wheelchair
266
+ 264,reading book
267
+ 265,reading newspaper
268
+ 266,recording music
269
+ 267,riding a bike
270
+ 268,riding camel
271
+ 269,riding elephant
272
+ 270,riding mechanical bull
273
+ 271,riding mountain bike
274
+ 272,riding mule
275
+ 273,riding or walking with horse
276
+ 274,riding scooter
277
+ 275,riding unicycle
278
+ 276,ripping paper
279
+ 277,robot dancing
280
+ 278,rock climbing
281
+ 279,rock scissors paper
282
+ 280,roller skating
283
+ 281,running on treadmill
284
+ 282,sailing
285
+ 283,salsa dancing
286
+ 284,sanding floor
287
+ 285,scrambling eggs
288
+ 286,scuba diving
289
+ 287,setting table
290
+ 288,shaking hands
291
+ 289,shaking head
292
+ 290,sharpening knives
293
+ 291,sharpening pencil
294
+ 292,shaving head
295
+ 293,shaving legs
296
+ 294,shearing sheep
297
+ 295,shining shoes
298
+ 296,shooting basketball
299
+ 297,shooting goal (soccer)
300
+ 298,shot put
301
+ 299,shoveling snow
302
+ 300,shredding paper
303
+ 301,shuffling cards
304
+ 302,side kick
305
+ 303,sign language interpreting
306
+ 304,singing
307
+ 305,situp
308
+ 306,skateboarding
309
+ 307,ski jumping
310
+ 308,skiing (not slalom or crosscountry)
311
+ 309,skiing crosscountry
312
+ 310,skiing slalom
313
+ 311,skipping rope
314
+ 312,skydiving
315
+ 313,slacklining
316
+ 314,slapping
317
+ 315,sled dog racing
318
+ 316,smoking
319
+ 317,smoking hookah
320
+ 318,snatch weight lifting
321
+ 319,sneezing
322
+ 320,sniffing
323
+ 321,snorkeling
324
+ 322,snowboarding
325
+ 323,snowkiting
326
+ 324,snowmobiling
327
+ 325,somersaulting
328
+ 326,spinning poi
329
+ 327,spray painting
330
+ 328,spraying
331
+ 329,springboard diving
332
+ 330,squat
333
+ 331,sticking tongue out
334
+ 332,stomping grapes
335
+ 333,stretching arm
336
+ 334,stretching leg
337
+ 335,strumming guitar
338
+ 336,surfing crowd
339
+ 337,surfing water
340
+ 338,sweeping floor
341
+ 339,swimming backstroke
342
+ 340,swimming breast stroke
343
+ 341,swimming butterfly stroke
344
+ 342,swing dancing
345
+ 343,swinging legs
346
+ 344,swinging on something
347
+ 345,sword fighting
348
+ 346,tai chi
349
+ 347,taking a shower
350
+ 348,tango dancing
351
+ 349,tap dancing
352
+ 350,tapping guitar
353
+ 351,tapping pen
354
+ 352,tasting beer
355
+ 353,tasting food
356
+ 354,testifying
357
+ 355,texting
358
+ 356,throwing axe
359
+ 357,throwing ball
360
+ 358,throwing discus
361
+ 359,tickling
362
+ 360,tobogganing
363
+ 361,tossing coin
364
+ 362,tossing salad
365
+ 363,training dog
366
+ 364,trapezing
367
+ 365,trimming or shaving beard
368
+ 366,trimming trees
369
+ 367,triple jump
370
+ 368,tying bow tie
371
+ 369,tying knot (not on a tie)
372
+ 370,tying tie
373
+ 371,unboxing
374
+ 372,unloading truck
375
+ 373,using computer
376
+ 374,using remote controller (not gaming)
377
+ 375,using segway
378
+ 376,vault
379
+ 377,waiting in line
380
+ 378,walking the dog
381
+ 379,washing dishes
382
+ 380,washing feet
383
+ 381,washing hair
384
+ 382,washing hands
385
+ 383,water skiing
386
+ 384,water sliding
387
+ 385,watering plants
388
+ 386,waxing back
389
+ 387,waxing chest
390
+ 388,waxing eyebrows
391
+ 389,waxing legs
392
+ 390,weaving basket
393
+ 391,welding
394
+ 392,whistling
395
+ 393,windsurfing
396
+ 394,wrapping present
397
+ 395,wrestling
398
+ 396,writing
399
+ 397,yawning
400
+ 398,yoga
401
+ 399,zumba
raw_labels/kinetics_400.json ADDED
@@ -0,0 +1,402 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "0": "abseiling",
3
+ "1": "air drumming",
4
+ "2": "answering questions",
5
+ "3": "applauding",
6
+ "4": "applying cream",
7
+ "5": "archery",
8
+ "6": "arm wrestling",
9
+ "7": "arranging flowers",
10
+ "8": "assembling computer",
11
+ "9": "auctioning",
12
+ "10": "baby waking up",
13
+ "11": "baking cookies",
14
+ "12": "balloon blowing",
15
+ "13": "bandaging",
16
+ "14": "barbequing",
17
+ "15": "bartending",
18
+ "16": "beatboxing",
19
+ "17": "bee keeping",
20
+ "18": "belly dancing",
21
+ "19": "bench pressing",
22
+ "20": "bending back",
23
+ "21": "bending metal",
24
+ "22": "biking through snow",
25
+ "23": "blasting sand",
26
+ "24": "blowing glass",
27
+ "25": "blowing leaves",
28
+ "26": "blowing nose",
29
+ "27": "blowing out candles",
30
+ "28": "bobsledding",
31
+ "29": "bookbinding",
32
+ "30": "bouncing on trampoline",
33
+ "31": "bowling",
34
+ "32": "braiding hair",
35
+ "33": "breading or breadcrumbing",
36
+ "34": "breakdancing",
37
+ "35": "brush painting",
38
+ "36": "brushing hair",
39
+ "37": "brushing teeth",
40
+ "38": "building cabinet",
41
+ "39": "building shed",
42
+ "40": "bungee jumping",
43
+ "41": "busking",
44
+ "42": "canoeing or kayaking",
45
+ "43": "capoeira",
46
+ "44": "carrying baby",
47
+ "45": "cartwheeling",
48
+ "46": "carving pumpkin",
49
+ "47": "catching fish",
50
+ "48": "catching or throwing baseball",
51
+ "49": "catching or throwing frisbee",
52
+ "50": "catching or throwing softball",
53
+ "51": "celebrating",
54
+ "52": "changing oil",
55
+ "53": "changing wheel",
56
+ "54": "checking tires",
57
+ "55": "cheerleading",
58
+ "56": "chopping wood",
59
+ "57": "clapping",
60
+ "58": "clay pottery making",
61
+ "59": "clean and jerk",
62
+ "60": "cleaning floor",
63
+ "61": "cleaning gutters",
64
+ "62": "cleaning pool",
65
+ "63": "cleaning shoes",
66
+ "64": "cleaning toilet",
67
+ "65": "cleaning windows",
68
+ "66": "climbing a rope",
69
+ "67": "climbing ladder",
70
+ "68": "climbing tree",
71
+ "69": "contact juggling",
72
+ "70": "cooking chicken",
73
+ "71": "cooking egg",
74
+ "72": "cooking on campfire",
75
+ "73": "cooking sausages",
76
+ "74": "counting money",
77
+ "75": "country line dancing",
78
+ "76": "cracking neck",
79
+ "77": "crawling baby",
80
+ "78": "crossing river",
81
+ "79": "crying",
82
+ "80": "curling hair",
83
+ "81": "cutting nails",
84
+ "82": "cutting pineapple",
85
+ "83": "cutting watermelon",
86
+ "84": "dancing ballet",
87
+ "85": "dancing charleston",
88
+ "86": "dancing gangnam style",
89
+ "87": "dancing macarena",
90
+ "88": "deadlifting",
91
+ "89": "decorating the christmas tree",
92
+ "90": "digging",
93
+ "91": "dining",
94
+ "92": "disc golfing",
95
+ "93": "diving cliff",
96
+ "94": "dodgeball",
97
+ "95": "doing aerobics",
98
+ "96": "doing laundry",
99
+ "97": "doing nails",
100
+ "98": "drawing",
101
+ "99": "dribbling basketball",
102
+ "100": "drinking",
103
+ "101": "drinking beer",
104
+ "102": "drinking shots",
105
+ "103": "driving car",
106
+ "104": "driving tractor",
107
+ "105": "drop kicking",
108
+ "106": "drumming fingers",
109
+ "107": "dunking basketball",
110
+ "108": "dying hair",
111
+ "109": "eating burger",
112
+ "110": "eating cake",
113
+ "111": "eating carrots",
114
+ "112": "eating chips",
115
+ "113": "eating doughnuts",
116
+ "114": "eating hotdog",
117
+ "115": "eating ice cream",
118
+ "116": "eating spaghetti",
119
+ "117": "eating watermelon",
120
+ "118": "egg hunting",
121
+ "119": "exercising arm",
122
+ "120": "exercising with an exercise ball",
123
+ "121": "extinguishing fire",
124
+ "122": "faceplanting",
125
+ "123": "feeding birds",
126
+ "124": "feeding fish",
127
+ "125": "feeding goats",
128
+ "126": "filling eyebrows",
129
+ "127": "finger snapping",
130
+ "128": "fixing hair",
131
+ "129": "flipping pancake",
132
+ "130": "flying kite",
133
+ "131": "folding clothes",
134
+ "132": "folding napkins",
135
+ "133": "folding paper",
136
+ "134": "front raises",
137
+ "135": "frying vegetables",
138
+ "136": "garbage collecting",
139
+ "137": "gargling",
140
+ "138": "getting a haircut",
141
+ "139": "getting a tattoo",
142
+ "140": "giving or receiving award",
143
+ "141": "golf chipping",
144
+ "142": "golf driving",
145
+ "143": "golf putting",
146
+ "144": "grinding meat",
147
+ "145": "grooming dog",
148
+ "146": "grooming horse",
149
+ "147": "gymnastics tumbling",
150
+ "148": "hammer throw",
151
+ "149": "headbanging",
152
+ "150": "headbutting",
153
+ "151": "high jump",
154
+ "152": "high kick",
155
+ "153": "hitting baseball",
156
+ "154": "hockey stop",
157
+ "155": "holding snake",
158
+ "156": "hopscotch",
159
+ "157": "hoverboarding",
160
+ "158": "hugging",
161
+ "159": "hula hooping",
162
+ "160": "hurdling",
163
+ "161": "hurling (sport)",
164
+ "162": "ice climbing",
165
+ "163": "ice fishing",
166
+ "164": "ice skating",
167
+ "165": "ironing",
168
+ "166": "javelin throw",
169
+ "167": "jetskiing",
170
+ "168": "jogging",
171
+ "169": "juggling balls",
172
+ "170": "juggling fire",
173
+ "171": "juggling soccer ball",
174
+ "172": "jumping into pool",
175
+ "173": "jumpstyle dancing",
176
+ "174": "kicking field goal",
177
+ "175": "kicking soccer ball",
178
+ "176": "kissing",
179
+ "177": "kitesurfing",
180
+ "178": "knitting",
181
+ "179": "krumping",
182
+ "180": "laughing",
183
+ "181": "laying bricks",
184
+ "182": "long jump",
185
+ "183": "lunge",
186
+ "184": "making a cake",
187
+ "185": "making a sandwich",
188
+ "186": "making bed",
189
+ "187": "making jewelry",
190
+ "188": "making pizza",
191
+ "189": "making snowman",
192
+ "190": "making sushi",
193
+ "191": "making tea",
194
+ "192": "marching",
195
+ "193": "massaging back",
196
+ "194": "massaging feet",
197
+ "195": "massaging legs",
198
+ "196": "massaging person's head",
199
+ "197": "milking cow",
200
+ "198": "mopping floor",
201
+ "199": "motorcycling",
202
+ "200": "moving furniture",
203
+ "201": "mowing lawn",
204
+ "202": "news anchoring",
205
+ "203": "opening bottle",
206
+ "204": "opening present",
207
+ "205": "paragliding",
208
+ "206": "parasailing",
209
+ "207": "parkour",
210
+ "208": "passing American football (in game)",
211
+ "209": "passing American football (not in game)",
212
+ "210": "peeling apples",
213
+ "211": "peeling potatoes",
214
+ "212": "petting animal (not cat)",
215
+ "213": "petting cat",
216
+ "214": "picking fruit",
217
+ "215": "planting trees",
218
+ "216": "plastering",
219
+ "217": "playing accordion",
220
+ "218": "playing badminton",
221
+ "219": "playing bagpipes",
222
+ "220": "playing basketball",
223
+ "221": "playing bass guitar",
224
+ "222": "playing cards",
225
+ "223": "playing cello",
226
+ "224": "playing chess",
227
+ "225": "playing clarinet",
228
+ "226": "playing controller",
229
+ "227": "playing cricket",
230
+ "228": "playing cymbals",
231
+ "229": "playing didgeridoo",
232
+ "230": "playing drums",
233
+ "231": "playing flute",
234
+ "232": "playing guitar",
235
+ "233": "playing harmonica",
236
+ "234": "playing harp",
237
+ "235": "playing ice hockey",
238
+ "236": "playing keyboard",
239
+ "237": "playing kickball",
240
+ "238": "playing monopoly",
241
+ "239": "playing organ",
242
+ "240": "playing paintball",
243
+ "241": "playing piano",
244
+ "242": "playing poker",
245
+ "243": "playing recorder",
246
+ "244": "playing saxophone",
247
+ "245": "playing squash or racquetball",
248
+ "246": "playing tennis",
249
+ "247": "playing trombone",
250
+ "248": "playing trumpet",
251
+ "249": "playing ukulele",
252
+ "250": "playing violin",
253
+ "251": "playing volleyball",
254
+ "252": "playing xylophone",
255
+ "253": "pole vault",
256
+ "254": "presenting weather forecast",
257
+ "255": "pull ups",
258
+ "256": "pumping fist",
259
+ "257": "pumping gas",
260
+ "258": "punching bag",
261
+ "259": "punching person (boxing)",
262
+ "260": "push up",
263
+ "261": "pushing car",
264
+ "262": "pushing cart",
265
+ "263": "pushing wheelchair",
266
+ "264": "reading book",
267
+ "265": "reading newspaper",
268
+ "266": "recording music",
269
+ "267": "riding a bike",
270
+ "268": "riding camel",
271
+ "269": "riding elephant",
272
+ "270": "riding mechanical bull",
273
+ "271": "riding mountain bike",
274
+ "272": "riding mule",
275
+ "273": "riding or walking with horse",
276
+ "274": "riding scooter",
277
+ "275": "riding unicycle",
278
+ "276": "ripping paper",
279
+ "277": "robot dancing",
280
+ "278": "rock climbing",
281
+ "279": "rock scissors paper",
282
+ "280": "roller skating",
283
+ "281": "running on treadmill",
284
+ "282": "sailing",
285
+ "283": "salsa dancing",
286
+ "284": "sanding floor",
287
+ "285": "scrambling eggs",
288
+ "286": "scuba diving",
289
+ "287": "setting table",
290
+ "288": "shaking hands",
291
+ "289": "shaking head",
292
+ "290": "sharpening knives",
293
+ "291": "sharpening pencil",
294
+ "292": "shaving head",
295
+ "293": "shaving legs",
296
+ "294": "shearing sheep",
297
+ "295": "shining shoes",
298
+ "296": "shooting basketball",
299
+ "297": "shooting goal (soccer)",
300
+ "298": "shot put",
301
+ "299": "shoveling snow",
302
+ "300": "shredding paper",
303
+ "301": "shuffling cards",
304
+ "302": "side kick",
305
+ "303": "sign language interpreting",
306
+ "304": "singing",
307
+ "305": "situp",
308
+ "306": "skateboarding",
309
+ "307": "ski jumping",
310
+ "308": "skiing (not slalom or crosscountry)",
311
+ "309": "skiing crosscountry",
312
+ "310": "skiing slalom",
313
+ "311": "skipping rope",
314
+ "312": "skydiving",
315
+ "313": "slacklining",
316
+ "314": "slapping",
317
+ "315": "sled dog racing",
318
+ "316": "smoking",
319
+ "317": "smoking hookah",
320
+ "318": "snatch weight lifting",
321
+ "319": "sneezing",
322
+ "320": "sniffing",
323
+ "321": "snorkeling",
324
+ "322": "snowboarding",
325
+ "323": "snowkiting",
326
+ "324": "snowmobiling",
327
+ "325": "somersaulting",
328
+ "326": "spinning poi",
329
+ "327": "spray painting",
330
+ "328": "spraying",
331
+ "329": "springboard diving",
332
+ "330": "squat",
333
+ "331": "sticking tongue out",
334
+ "332": "stomping grapes",
335
+ "333": "stretching arm",
336
+ "334": "stretching leg",
337
+ "335": "strumming guitar",
338
+ "336": "surfing crowd",
339
+ "337": "surfing water",
340
+ "338": "sweeping floor",
341
+ "339": "swimming backstroke",
342
+ "340": "swimming breast stroke",
343
+ "341": "swimming butterfly stroke",
344
+ "342": "swing dancing",
345
+ "343": "swinging legs",
346
+ "344": "swinging on something",
347
+ "345": "sword fighting",
348
+ "346": "tai chi",
349
+ "347": "taking a shower",
350
+ "348": "tango dancing",
351
+ "349": "tap dancing",
352
+ "350": "tapping guitar",
353
+ "351": "tapping pen",
354
+ "352": "tasting beer",
355
+ "353": "tasting food",
356
+ "354": "testifying",
357
+ "355": "texting",
358
+ "356": "throwing axe",
359
+ "357": "throwing ball",
360
+ "358": "throwing discus",
361
+ "359": "tickling",
362
+ "360": "tobogganing",
363
+ "361": "tossing coin",
364
+ "362": "tossing salad",
365
+ "363": "training dog",
366
+ "364": "trapezing",
367
+ "365": "trimming or shaving beard",
368
+ "366": "trimming trees",
369
+ "367": "triple jump",
370
+ "368": "tying bow tie",
371
+ "369": "tying knot (not on a tie)",
372
+ "370": "tying tie",
373
+ "371": "unboxing",
374
+ "372": "unloading truck",
375
+ "373": "using computer",
376
+ "374": "using remote controller (not gaming)",
377
+ "375": "using segway",
378
+ "376": "vault",
379
+ "377": "waiting in line",
380
+ "378": "walking the dog",
381
+ "379": "washing dishes",
382
+ "380": "washing feet",
383
+ "381": "washing hair",
384
+ "382": "washing hands",
385
+ "383": "water skiing",
386
+ "384": "water sliding",
387
+ "385": "watering plants",
388
+ "386": "waxing back",
389
+ "387": "waxing chest",
390
+ "388": "waxing eyebrows",
391
+ "389": "waxing legs",
392
+ "390": "weaving basket",
393
+ "391": "welding",
394
+ "392": "whistling",
395
+ "393": "windsurfing",
396
+ "394": "wrapping present",
397
+ "395": "wrestling",
398
+ "396": "writing",
399
+ "397": "yawning",
400
+ "398": "yoga",
401
+ "399": "zumba"
402
+ }
run_opencv.py CHANGED
@@ -6,7 +6,11 @@ import pandas as pd
6
  import torch
7
  from tap import Tap
8
  from torch import Tensor
9
- from transformers import AutoFeatureExtractor, TimesformerForVideoClassification
 
 
 
 
10
 
11
  from utils.img_container import ImgContainer
12
 
@@ -26,15 +30,20 @@ class ArgParser(Tap):
26
 
27
  num_skip_frames: Optional[int] = 4
28
 
 
 
29
 
30
  class ActivityModel:
31
  def __init__(self, args: ArgParser):
32
  self.feature_extractor, self.model = self.load_model(args.model_name)
 
33
 
34
  self.frames_per_video = self.get_frames_per_video(args.model_name)
35
  print(f"Frames per video: {self.frames_per_video}")
36
 
37
- def load_model(self, model_name: str):
 
 
38
  if "base-finetuned-k400" in model_name or "base-finetuned-k600" in model_name:
39
  feature_extractor = AutoFeatureExtractor.from_pretrained(
40
  "MCG-NJU/videomae-base-finetuned-kinetics"
@@ -62,10 +71,9 @@ class ActivityModel:
62
  f"{predicted_label}_{logits[0][max_index]:.2f}%"
63
  )
64
 
65
- TOP_K = 12
66
  # logits = np.squeeze(logits)
67
  logits = logits.squeeze().numpy()
68
- indices = np.argsort(logits)[::-1][:TOP_K]
69
  values = logits[indices]
70
 
71
  results: List[Tuple[str, float]] = []
 
6
  import torch
7
  from tap import Tap
8
  from torch import Tensor
9
+ from transformers import (
10
+ AutoFeatureExtractor,
11
+ TimesformerForVideoClassification,
12
+ VideoMAEFeatureExtractor,
13
+ )
14
 
15
  from utils.img_container import ImgContainer
16
 
 
30
 
31
  num_skip_frames: Optional[int] = 4
32
 
33
+ top_k: Optional[int] = 5
34
+
35
 
36
  class ActivityModel:
37
  def __init__(self, args: ArgParser):
38
  self.feature_extractor, self.model = self.load_model(args.model_name)
39
+ self.args = args
40
 
41
  self.frames_per_video = self.get_frames_per_video(args.model_name)
42
  print(f"Frames per video: {self.frames_per_video}")
43
 
44
+ def load_model(
45
+ self, model_name: str
46
+ ) -> Tuple[VideoMAEFeatureExtractor, TimesformerForVideoClassification]:
47
  if "base-finetuned-k400" in model_name or "base-finetuned-k600" in model_name:
48
  feature_extractor = AutoFeatureExtractor.from_pretrained(
49
  "MCG-NJU/videomae-base-finetuned-kinetics"
 
71
  f"{predicted_label}_{logits[0][max_index]:.2f}%"
72
  )
73
 
 
74
  # logits = np.squeeze(logits)
75
  logits = logits.squeeze().numpy()
76
+ indices = np.argsort(logits)[::-1][: self.args.top_k]
77
  values = logits[indices]
78
 
79
  results: List[Tuple[str, float]] = []