This database contains sequences of six classes of actions performed by 25 subjects in four different conditions d1-d4 (see below). The database is publicly available from http://www.nada.kth.se/cvap/actions Contact: Ivan Laptev (laptev@nada.kth.se) Barbara Caputo (caputo@nada.kth.se) d1 - Static homogenous background d2 - -"- + Scale variations d3 - -"- + Different clothes d4 - -"- + Lighting variations In our experiments (Schuldt, Laptev and Caputo, ICPR 2004) we used the following subdivision of sequences with respect to the subject: Training: person11, 12, 13, 14, 15, 16, 17, 18 Validation: person19, 20, 21, 23, 24, 25, 01, 04 Test: person22, 02, 03, 05, 06, 07, 08, 09, 10 person01_boxing_d1 frames 1-95, 96-185, 186-245, 246-360 person01_boxing_d2 frames 1-106, 107-195, 196-265, 305-390 person01_boxing_d3 frames 1-95, 96-230, 231-360, 361-465 person01_boxing_d4 frames 1-106, 107-170, 171-245, 246-370 person01_handclapping_d1 frames 1-102, 103-182, 183-260, 261-378 person01_handclapping_d2 frames 1-162, 163-282, 358-472, 473-550 person01_handclapping_d3 frames 1-125, 126-225, 226-330, 331-428 person01_handclapping_d4 frames 1-110, 111-216, 217-292, 293-390 person01_handwaving_d1 frames 1-112, 113-220, 221-360, 361-468 person01_handwaving_d2 frames 1-115, 116-215, 216-315, 566-656 person01_handwaving_d3 frames 1-112, 113-252, 253-356, 357-456 person01_handwaving_d4 frames 1-135, 136-248, 249-355, 356-490 person01_jogging_d1 frames 1-50, 120-170, 250-300, 362-415 person01_jogging_d2 frames 1-75, 108-180, 245-315, 360-425 person01_jogging_d3 frames 1-50, 115-164, 254-300, 360-405 person01_jogging_d4 frames 1-70, 106-172, 200-265, 292-362 person01_running_d1 frames 1-35, 95-130, 202-235, 295-335 person01_running_d2 frames 1-55, 90-145, 212-260, 310-365 person01_running_d3 frames 1-30, 98-135, 210-250, 312-350 person01_running_d4 frames 1-45, 65-110, 142-190, 486-530 person01_walking_d1 frames 1-75, 152-225, 325-400, 480-555 person01_walking_d2 frames 1-120, 170-288, 370-495, 550-675 person01_walking_d3 frames 1-90, 172-250, 352-430, 875-950 person01_walking_d4 frames 1-115, 155-260, 280-385, 440-565 person02_boxing_d1 frames 1-105, 106-228, 229-314, 315-428 person02_boxing_d2 frames 1-126, 127-236, 237-312, 313-460 person02_boxing_d3 frames 1-120, 121-218, 219-350, 351-490 person02_boxing_d4 frames 1-126, 127-270, 271-392, 393-522 person02_handclapping_d1 frames 1-102, 103-216, 217-308, 309-398 person02_handclapping_d2 frames 1-116, 117-202, 203-300, 301-390 person02_handclapping_d3 frames 1-92, 93-195, 196-266, 267-385 person02_handclapping_d4 frames 1-100, 101-235, 236-312, 313-386 person02_handwaving_d1 frames 1-115, 222-298, 320-432, 433-550 person02_handwaving_d2 frames 1-82, 83-186, 187-260, 356-440 person02_handwaving_d3 frames 1-86, 87-210, 211-298, 299-360 person02_handwaving_d4 frames 1-104, 105-204, 205-290, 291-390 person02_jogging_d1 frames 1-54, 112-164, 185-240, 294-345 person02_jogging_d2 frames 1-152, 168-290, 380-492, 512-626 person02_jogging_d3 frames 1-70, 80-148, 202-275, 280-350 person02_jogging_d4 frames 1-72, 82-150, 175-240, 258-324 person02_running_d1 frames 1-45, 94-145, 160-212, 265-314 person02_running_d2 frames 1-92, 110-192, 882-975, 1382-1492 person02_running_d3 frames 1-65, 132-192, 213-278, 342-402 person02_running_d4 frames 1-62, 74-134, 168-234, 246-300 person02_walking_d1 frames 1-72, 150-228, 230-295, 372-450 person02_walking_d2 frames 1-208, 292-495, 660-856, 870-1060 person02_walking_d3 frames 1-86, 172-258, 280-372, 458-542 person02_walking_d4 frames 1-107, 120-210, 236-336, 362-460 person03_boxing_d1 frames 1-108, 109-238, 239-340, 341-442 person03_boxing_d2 frames 1-128, 129-225, 226-352, 353-502 person03_boxing_d3 frames 1-102, 103-150, 180-290, 291-414 person03_boxing_d4 frames 1-128, 129-284, 285-406, 407-512 person03_handclapping_d1 frames 1-112, 113-268, 269-385, 386-480 person03_handclapping_d2 frames 1-115, 116-227, 228-314, 315-428 person03_handclapping_d3 frames 1-142, 143-228, 229-345, 346-460 person03_handclapping_d4 frames 1-112, 113-230, 231-346, 347-432 person03_handwaving_d1 frames 1-134, 135-266, 267-400, 401-570 person03_handwaving_d2 frames 1-130, 131-254, 255-335, 336-455 person03_handwaving_d3 frames 1-136, 137-275, 276-405, 406-492 person03_handwaving_d4 frames 1-128, 214-340, 341-465, 466-585 person03_jogging_d1 frames 1-58, 122-175, 300-355, 435-492 person03_jogging_d2 frames 1-122, 165-300, 354-465, 495-620 person03_jogging_d3 frames 1-48, 98-142, 236-282, 334-380 person03_jogging_d4 frames 1-64, 114-174, 192-252, 300-360 person03_running_d1 frames 1-38, 104-142, 222-262, 336-380 person03_running_d2 frames 1-90, 102-188, 850-925, 955-1032 person03_running_d3 frames 1-34, 92-126, 232-268, 342-375 person03_running_d4 frames 1-45, 78-116, 135-180, 214-265 person03_walking_d1 frames 1-104, 228-330, 425-526, 550-640 person03_walking_d2 frames 1-226, 238-468, 478-685, 765-960 person03_walking_d3 frames 1-128, 754-834, 890-975, 1032-1120 person03_walking_d4 frames 1-92, 118-216, 232-338, 338-432 person04_boxing_d1 frames 1-106, 107-184, 185-282, 283-328 person04_boxing_d2 frames 1-116, 117-205, 206-344, 345-475 person04_boxing_d3 frames 1-112, 113-216, 217-280, 281-390 person04_boxing_d4 frames 1-88, 89-220, 221-312, 313-378 person04_handclapping_d1 frames 1-106, 107-235, 236-315, 316-393 person04_handclapping_d2 frames 1-85, 86-195, 196-328, 329-460 person04_handclapping_d3 frames 1-100, 101-200, 201-280, 281-382 person04_handclapping_d4 frames 1-112, 113-224, 225-360, 361-418 person04_handwaving_d1 frames 1-110, 111-255, 380-534, 535-732 person04_handwaving_d2 frames 1-124, 125-252, 253-422, 423-562 person04_handwaving_d3 frames 1-112, 113-264, 265-380, 381-538 person04_handwaving_d4 frames 1-132, 133-258, 259-380, 381-460 person04_jogging_d1 frames 1-50, 86-142, 201-254, 278-335 person04_jogging_d2 frames 1-85, 148-250, 270-365, 400-510 person04_jogging_d3 frames 1-50, 88-140, 185-238, 275-325 person04_jogging_d4 frames 1-70, 82-145, 152-225, 235-302 person04_running_d1 frames 1-35, 58-98, 142-180, 202-242 person04_running_d2 frames 1-78, 115-172, 210-270, 302-370 person04_running_d3 frames 1-35, 70-105, 145-180, 218-255 person04_running_d4 frames 1-50, 62-108, 120-170, 172-230 person04_walking_d1 frames 1-85, 108-196, 268-356, 382-470 person04_walking_d2 frames 1-155, 212-380, 485-630, 680-840 person04_walking_d3 frames 1-74, 128-215, 272-350, 394-480 person04_walking_d4 frames 1-100, 112-205, 218-310, 328-418 person05_boxing_d1 frames 1-136, 137-237, 238-372, 373-438 person05_boxing_d2 frames 1-78, 79-215, 216-326, 327-444 person05_boxing_d3 frames 1-96, 97-225, 226-352, 353-430 person05_boxing_d4 frames 1-126, 127-232, 233-338, 339-450 person05_handclapping_d1 frames 1-128, 129-220, 221-330, 331-422 person05_handclapping_d2 frames 1-102, 103-234, 235-350, 351-428 person05_handclapping_d3 frames 1-124, 125-224, 225-310, 311-435 person05_handclapping_d4 frames 1-100, 101-198, 199-328, 329-455 person05_handwaving_d1 frames 1-140, 141-246, 247-352, 353-460 person05_handwaving_d2 frames 1-136, 137-232, 233-366, 367-468 person05_handwaving_d3 frames 1-128, 129-224, 225-322, 323-452 person05_handwaving_d4 frames 1-138, 139-236, 237-332, 333-432 person05_jogging_d1 frames 1-45, 110-156, 212-260, 330-378 person05_jogging_d2 frames 1-62, 128-190, 226-288, 342-400 person05_jogging_d3 frames 1-54, 95-148, 188-235, 304-352 person05_jogging_d4 frames 1-64, 106-170, 180-240, 300-365 person05_running_d1 frames 1-36, 80-118, 170-202, 252-285 person05_running_d2 frames 1-45, 98-140, 188-232, 290-334 person05_running_d3 frames 1-40, 86-126, 185-220, 282-322 person05_running_d4 frames 1-52, 98-145, 155-202, 260-312 person05_walking_d1 frames 1-75, 140-215, 312-382, 452-535 person05_walking_d2 frames 1-115, 208-318, 365-480, 560-675 person05_walking_d3 frames 1-85, 172-258, 318-395, 475-552 person05_walking_d4 frames 1-102, 142-240, 252-348, 408-515 person06_boxing_d1 frames 1-102, 103-220, 221-302, 303-412 person06_boxing_d2 frames 1-86, 87-160, 161-296, 297-408 person06_boxing_d3 frames 1-112, 113-206, 207-304, 305-392 person06_boxing_d4 frames 1-96, 97-195, 196-288, 289-392 person06_handclapping_d1 frames 1-108, 109-222, 223-308, 309-416 person06_handclapping_d2 frames 1-95, 96-208, 276-345, 355-462 person06_handclapping_d3 frames 1-100, 101-190, 191-260, 261-378 person06_handclapping_d4 frames 1-88, 89-196, 197-282, 283-372 person06_handwaving_d1 frames 1-110, 111-264, 265-382, 383-460 person06_handwaving_d2 frames 1-140, 141-238, 239-372, 373-478 person06_handwaving_d3 frames 1-108, 109-214, 215-358, 359-432 person06_handwaving_d4 frames 1-112, 113-256, 257-359, 360-430 person06_jogging_d1 frames 1-50, 78-128, 186-242, 243-305 person06_jogging_d2 frames 1-80, 112-194, 292-378, 412-498 person06_jogging_d3 frames 1-52, 88-140, 176-230, 250-304 person06_jogging_d4 frames 1-75, 102-168, 176-238, 272-340 person06_running_d1 frames 1-35, 75-115, 164-205, 242-285 person06_running_d2 frames 1-52, 84-150, 222-286, 318-385 person06_running_d3 frames 1-35, 69-105, 150-188, 224-266 person06_running_d4 frames 1-48, 72-118, 310-360, 392-442 person06_walking_d1 frames 1-72, 126-192, 240-308, 350-420 person06_walking_d2 frames 1-180, 243-390, 528-668, 732-868 person06_walking_d3 frames 1-68, 102-166, 238-306, 340-408 person06_walking_d4 frames 1-100, 132-230, 240-332, 382-478 person07_boxing_d1 frames 1-108, 109-208, 209-290, 291-385 person07_boxing_d2 frames 1-96, 109-218, 265-325, 426-478 person07_boxing_d3 frames 1-104, 105-198, 199-283, 284-384 person07_boxing_d4 frames 1-102, 103-191, 192-268, 269-368 person07_handclapping_d1 frames 1-128, 129-220, 221-346, 347-446 person07_handclapping_d2 frames 1-102, 103-248, 249-368, 369-518 person07_handclapping_d3 frames 1-132, 133-233, 234-332, 333-500 person07_handclapping_d4 frames 1-158, 159-268, 269-405, 406-550 person07_handwaving_d1 frames 1-226, 227-375, 376-614, 615-782 person07_handwaving_d2 frames 1-204, 205-422, 423-590, 591-752 person07_handwaving_d3 frames 1-150, 151-316, 317-428, 429-595 person07_handwaving_d4 frames 1-216, 217-404, 405-585, 586-780 person07_jogging_d1 frames 1-42, 84-126, 206-248, 282-330 person07_jogging_d2 frames 1-72, 150-222, 234-308, 382-456 person07_jogging_d3 frames 1-50, 80-132, 186-240, 262-312 person07_jogging_d4 frames 1-64, 270-332, 194-264, 490-570 person07_running_d1 frames 1-28, 78-110, 192-220, 280-312 person07_running_d2 frames 1-56, 158-204, 262-310, 492-544 person07_running_d3 frames 1-40, 74-116, 236-275, 304-345 person07_running_d4 frames 1-52, 68-115, 310-358, 224-274 person07_walking_d1 frames 1-64, 148-215, 288-350, 412-475 person07_walking_d2 frames 1-98, 186-284, 342-448, 528-636 person07_walking_d3 frames 1-88, 112-194, 298-386, 414-495 person07_walking_d4 frames 1-110, 164-250, 296-386, 442-550 person08_boxing_d1 frames 1-110, 111-248, 249-334, 335-420 person08_boxing_d2 frames 1-112, 113-227, 228-316, 317-464 person08_boxing_d3 frames 1-68, 108-216, 217-354, 355-434 person08_boxing_d4 frames 1-124, 125-218, 219-346, 347-470 person08_handclapping_d1 frames 1-108, 109-190, 191-296, 349-458 person08_handclapping_d2 frames 1-108, 109-181, 182-308, 309-386 person08_handclapping_d3 frames 1-100, 101-162, 210-314, 315-442 person08_handclapping_d4 frames 1-100, 101-232, 233-340, 341-416 person08_handwaving_d1 frames 1-118, 119-242, 243-322, 323-502 person08_handwaving_d2 frames 1-108, 109-216, 217-358, 359-430 person08_handwaving_d3 frames 1-116, 117-240, 340-500, 501-575 person08_handwaving_d4 frames 1-116, 117-230, 231-398, 399-478 person08_jogging_d1 frames 1-58, 128-182, 216-270, 344-400 person08_jogging_d2 frames 1-84, 132-212, 258-345, 398-478 person08_jogging_d3 frames 1-55, 122-182, 212-272, 336-400 person08_jogging_d4 frames 1-78, 132-210, 220-295, 352-425 person08_running_d1 frames 1-42, 92-130, 168-208, 268-306 person08_running_d2 frames 1-56, 100-156, 205-258, 304-365 person08_running_d3 frames 1-42, 104-150, 198-248, 638-686 person08_running_d4 frames 1-52, 78-128, 142-190, 224-274 person08_walking_d1 frames 1-78, 185-258, 326-398, 478-552 person08_walking_d2 frames 1-128, 200-330, 408-542, 622-750 person08_walking_d3 frames 1-85, 180-255, 340-428, 502-585 person08_walking_d4 frames 1-132, 190-308, 338-448, 500-625 person09_boxing_d1 frames 1-120, 121-218, 219-312, 313-448 person09_boxing_d2 frames 1-128, 129-205, 206-330, 331-432 person09_boxing_d3 frames 1-118, 119-190, 191-288, 289-418 person09_boxing_d4 frames 1-118, 119-218, 219-290, 291-415 person09_handclapping_d1 frames 1-92, 93-188, 189-308, 309-382 person09_handclapping_d2 frames 1-90, 91-161, 162-232, 233-358 person09_handclapping_d3 frames 1-85, 86-195, 196-264, 265-356 person09_handclapping_d4 frames 1-90, 91-178, 179-296, 297-390 person09_handwaving_d1 frames 1-108, 109-222, 223-372, 373-450 person09_handwaving_d2 frames 1-108, 109-238, 239-340, 341-446 person09_handwaving_d3 frames 1-92, 93-188, 189-312, 313-408 person09_handwaving_d4 frames 1-97, 98-202, 203-270, 271-405 person09_jogging_d1 frames 1-50, 144-192, 272-315, 412-465 person09_jogging_d2 frames 1-85, 176-256, 294-368, 460-540 person09_jogging_d3 frames 1-50, 136-180, 266-312, 396-440 person09_jogging_d4 frames 1-80, 110-184, 186-248, 286-350 person09_running_d1 frames 1-36, 100-134, 190-225, 290-325 person09_running_d2 frames 1-54, 112-170, 192-250, 316-370 person09_running_d3 frames 1-36, 98-130, 194-230, 290-325 person09_running_d4 frames 1-55, 75-125, 128-180, 205-256 person09_walking_d1 frames 1-65, 208-275, 390-460, 618-685 person09_walking_d2 frames 1-106, 250-368, 425-544, 686-805 person09_walking_d3 frames 1-64, 195-256, 375-442, 576-640 person09_walking_d4 frames 1-90, 118-208, 218-302, 334-422 person10_boxing_d1 frames 1-92, 93-188, 189-286, 287-422 person10_boxing_d2 frames 1-140, 195-287, 288-398, 429-530 person10_boxing_d3 frames 1-120, 121-244, 245-395, 396-550 person10_boxing_d4 frames 1-130, 131-233, 234-368, 369-474 person10_handclapping_d1 frames 1-108, 109-200, 201-260, 261-284 person10_handclapping_d2 frames 1-64, 65-162, 163-255, 256-359 person10_handclapping_d3 frames 1-108, 109-202, 203-308, 309-395 person10_handclapping_d4 frames 1-92, 93-182, 183-257, 258-336 person10_handwaving_d1 frames 1-122, 123-242, 243-402, 403-524 person10_handwaving_d2 frames 1-98, 99-216, 217-370, 371-525 person10_handwaving_d3 frames 1-110, 111-265, 266-395, 396-518 person10_handwaving_d4 frames 1-142, 143-255, 256-375, 376-532 person10_jogging_d1 frames 1-50, 135-190, 230-290, 365-425 person10_jogging_d2 frames 1-112, 175-285, 315-435, 530-655 person10_jogging_d3 frames 1-50, 136-192, 215-256, 350-400 person10_jogging_d4 frames 1-60, 110-170, 171-235, 295-363 person10_running_d1 frames 1-35, 95-125, 180-210, 290-322 person10_running_d2 frames 1-65, 140-215, 262-340, 410-480 person10_running_d3 frames 1-40, 118-155, 195-230, 330-365 person10_running_d4 frames 1-50, 100-145, 152-195, 246-290 person10_walking_d1 frames 1-85, 215-302, 375-455, 572-655 person10_walking_d2 frames 1-190, 335-524, 585-762, 900-1092 person10_walking_d3 frames 1-80, 215-295, 330-405, 535-615 person10_walking_d4 frames 1-95, 162-270, 271-375, 435-544 person11_boxing_d1 frames 1-74, 75-141, 142-273, 274-351 person11_boxing_d2 frames 1-92, 165-216, 228-306, 390-545 person11_boxing_d3 frames 1-95, 96-208, 209-334, 335-444 person11_boxing_d4 frames 1-106, 107-194, 195-250 person11_handclapping_d1 frames 1-80, 81-168, 169-225, 226-320 person11_handclapping_d2 frames 1-95, 96-133, 134-225, 226-300 person11_handclapping_d3 frames 1-105, 106-190, 191-255, 256-374 person11_handclapping_d4 frames 1-85, 86-155, 268-334, 345-401 person11_handwaving_d1 frames 1-148, 149-268, 269-350, 351-475 person11_handwaving_d2 frames 1-85, 86-155, 209-285, 347-429 person11_handwaving_d3 frames 1-135, 136-232, 233-390, 391-515 person11_handwaving_d4 frames 1-122, 123-223, 224-358, 359-456 person11_jogging_d1 frames 1-60, 115-175, 232-288, 335-400 person11_jogging_d2 frames 1-70, 125-200, 256-325, 378-450 person11_jogging_d3 frames 1-60, 130-178, 250-305, 365-415 person11_jogging_d4 frames 1-60, 98-158, 215-285, 326-390 person11_running_d1 frames 1-35, 140-180, 274-310, 415-450 person11_running_d2 frames 1-45, 140-185, 295-340, 430-475 person11_running_d3 frames 1-35, 140-170, 288-320, 430-460 person11_running_d4 frames 1-45, 110-155, 188-245, 280-320 person11_walking_d1 frames 1-95, 145-245, 370-460, 525-640 person11_walking_d2 frames 1-185, 260-435, 450-605, 660-810 person11_walking_d3 frames 1-90, 180-310, 385-475, 590-680 person11_walking_d4 frames 1-95, 140-235, 300-400, 432-520 person12_boxing_d1 frames 1-137, 138-242, 243-380, 381-590 person12_boxing_d2 frames 1-89, 90-152, 180-325, 326-687 person12_boxing_d3 frames 1-155, 156-300, 310-560, 561-701 person12_boxing_d4 frames 1-100, 136-255, 256-408, 409-519 person12_handclapping_d1 frames 1-125, 126-220, 221-316, 317-392 person12_handclapping_d2 frames 1-150, 151-268, 269-360, 361-460 person12_handclapping_d3 frames 1-123, 124-215, 216-310, 311-471 person12_handclapping_d4 frames 1-133, 134-238, 237-344, 345-479 person12_handwaving_d1 frames 1-168, 169-285, 286-518, 519-672 person12_handwaving_d2 frames 1-112, 182-325, 326-438, 439-590 person12_handwaving_d3 frames 1-178, 179-352, 353-530, 531-699 person12_handwaving_d4 frames 1-152, 153-332, 333-452, 453-567 person12_jogging_d1 frames 1-80, 125-175, 500-550, 615-660 person12_jogging_d2 frames 1-80, 140-225, 285-365, 425-510 person12_jogging_d3 frames 1-60, 130-180, 230-285, 355-410 person12_jogging_d4 frames 1-80, 112-180, 181-260, 292-359 person12_running_d1 frames 1-30, 75-105, 160-190, 245-280 person12_running_d2 frames 1-50, 100-150, 215-260, 320-380 person12_running_d3 frames 1-40, 100-135, 188-225, 290-330 person12_running_d4 frames 1-50, 90-135, 155-205, 250-294 person12_walking_d1 frames 1-80, 150-250, 320-405, 485-570 person12_walking_d2 frames 1-160, 225-400, 472-620, 690-850 person12_walking_d3 frames 1-75, 210-290, 300-385, 430-510 person12_walking_d4 frames 1-125, 170-300, 320-440, 490-640 person13_boxing_d1 frames 1-105, 106-217, 218-330, 331-538 person13_boxing_d2 frames 1-144, 171-295, 296-415, 416-631 person13_boxing_d3 frames 1-80, 81-212, 213-296, 297-419 person13_boxing_d4 frames 1-109, 110-239, 240-352, 353-420 person13_handclapping_d1 frames 1-124, 125-223, 224-322, 323-396 person13_handclapping_d2 frames 1-100, 101-275, 305-400, 401-523 person13_handclapping_d3 *missing* person13_handclapping_d4 frames 1-132, 133-234, 235-335, 336-443 person13_handwaving_d1 frames 1-80, 100-255, 256-407, 408-520 person13_handwaving_d2 frames 1-116, 117-225, 226-333, 334-492 person13_handwaving_d3 frames 1-125, 126-240, 241-336 person13_handwaving_d4 frames 1-180, 181-288, 289-383, 384-556 person13_jogging_d1 frames 1-50, 120-175, 235-285, 425-480 person13_jogging_d2 frames 1-65, 175-245, 325-400, 505-585 person13_jogging_d3 frames 1-55, 135-190, 265-320, 425-480 person13_jogging_d4 frames 1-75, 120-190, 235-310, 355-435 person13_running_d1 frames 1-45, 165-210, 255-300, 415-465 person13_running_d2 frames 1-55, 150-210, 265-325, 420-485 person13_running_d3 frames 1-50, 140-185, 255-300, 400-450 person13_running_d4 frames 1-65, 110-170, 192-260, 295-351 person13_walking_d1 frames 1-90, 185-290, 335-430, 585-690 person13_walking_d2 frames 1-150, 345-485, 520-650, 800-940 person13_walking_d3 frames 1-100, 205-310, 370-470, 580-670 person13_walking_d4 frames 1-120, 185-295, 335-440, 495-600 person14_boxing_d1 frames 1-123, 124-258, 259-444, 445-558 person14_boxing_d2 frames 1-102, 155-264, 265-415, 416-610 person14_boxing_d3 frames 1-162, 163-322, 323-423, 424-562 person14_boxing_d4 frames 1-92, 93-205, 206-312, 313-435 person14_handclapping_d1 frames 1-112, 113-230, 231-345, 346-524 person14_handclapping_d2 frames 1-150, 151-266, 267-380, 381-530 person14_handclapping_d3 frames 1-110, 111-262, 263-375, 376-515 person14_handclapping_d4 frames 1-118, 119-218, 219-348, 349-464 person14_handwaving_d1 frames 1-165, 166-305, 306-445, 446-545 person14_handwaving_d2 frames 1-125, 126-292, 293-395, 432-526 person14_handwaving_d3 frames 1-145, 146-235, 236-330 person14_handwaving_d4 frames 1-132, 133-265, 266-446, 447-631 person14_jogging_d1 frames 1-55, 165-245, 284-345, 460-525 person14_jogging_d2 frames 1-80, 165-255, 302-380, 470-560 person14_jogging_d3 frames 1-75, 166-245, 350-420, 540-612 person14_jogging_d4 frames 1-70, 95-165, 217-300, 325-415 person14_running_d1 frames 1-55, 150-220, 260-310, 410-449 person14_running_d2 frames 1-65, 155-210, 265-320, 425-477 person14_running_d3 frames 1-33, 155-200, 300-350, 500-550 person14_running_d4 frames 1-50, 105-165, 215-270, 325-390 person14_walking_d1 frames 1-115, 205-350, 395-500, 590-720 person14_walking_d2 frames 1-150, 240-385, 462-610, 720-870 person14_walking_d3 frames 1-95, 255-380, 420-515, 620-713 person14_walking_d4 frames 1-115, 155-280, 290-400, 440-555 person15_boxing_d1 frames 1-150, 151-216, 217-290, 291-408 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135-190, 235-290, 385-435 person15_running_d3 frames 1-45, 100-140, 200-245, 300-344 person15_running_d4 frames 1-55, 92-150, 170-225, 265-320 person15_walking_d1 frames 1-105, 215-338, 422-540, 630-741 person15_walking_d2 frames 1-175, 235-375, 435-575, 650-790 person15_walking_d3 frames 1-80, 175-258, 365-455, 565-655 person15_walking_d4 frames 1-145, 170-322, 340-470, 535-678 person16_boxing_d1 frames 1-105, 106-225, 226-362, 363-494 person16_boxing_d2 frames 1-42, 74-200, 201-280, 342-466 person16_boxing_d3 frames 1-120, 121-250, 251-370, 371-530 person16_boxing_d4 frames 1-120, 121-208, 209-365, 366-460 person16_handclapping_d1 frames 1-100, 101-235, 236-338, 339-470 person16_handclapping_d2 frames 1-115, 116-202, 203-304, 334-448 person16_handclapping_d3 frames 1-110, 111-210, 211-340, 341-485 person16_handclapping_d4 frames 1-104, 105-192, 193-278, 279-390 person16_handwaving_d1 frames 1-105, 106-244, 245-349, 350-492 person16_handwaving_d2 frames 1-108, 109-200, 246-352, 354-497 person16_handwaving_d3 frames 1-112, 113-258, 259-365, 366-508 person16_handwaving_d4 frames 1-104, 105-206, 207-311, 212-456 person16_jogging_d1 frames 1-60, 120-190, 240-300, 360-428 person16_jogging_d2 frames 1-90, 135-225, 285-365, 415-510 person16_jogging_d3 frames 1-60, 150-200, 282-340, 430-490 person16_jogging_d4 frames 1-75, 110-190, 220-300, 325-405 person16_running_d1 frames 1-50, 105-152, 218-270, 320-380 person16_running_d2 frames 1-65, 125-190, 245-315, 375-445 person16_running_d3 frames 1-50, 130-185, 256-300, 390-440 person16_running_d4 frames 1-55, 105-160, 188-235, 275-325 person16_walking_d1 frames 1-95, 158-252, 335-445, 500-605 person16_walking_d2 frames 1-160, 225-360, 420-560, 610-750 person16_walking_d3 frames 1-95, 230-330, 370-485, 585-695 person16_walking_d4 frames 1-115, 155-280, 306-415, 455-565 person17_boxing_d1 frames 1-110, 110-192, 193-306, 307-378 person17_boxing_d2 frames 1-112, 113-198, 199-335, 336-490 person17_boxing_d3 frames 1-122, 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person18_handwaving_d4 frames 1-128, 129-278, 279-432, 433-595 person18_jogging_d1 frames 1-70, 80-145, 220-290, 315-390 person18_jogging_d2 frames 1-65, 112-200, 270-365, 430-520 person18_jogging_d3 frames 1-60, 100-160, 230-290, 370-425 person18_jogging_d4 frames 1-70, 108-160, 380-465, 500-580 person18_running_d1 frames 1-50, 105-155, 218-270, 325-375 person18_running_d2 frames 1-50, 82-130, 190-250, 285-350 person18_running_d3 frames 1-45, 100-140, 205-250, 310-350 person18_running_d4 frames 1-50, 405-465, 506-556, 590-666 person18_walking_d1 frames 1-95, 120-210, 495-585, 645-745 person18_walking_d2 frames 1-120, 168-275, 380-495, 535-645 person18_walking_d3 frames 1-95, 168-255, 360-450, 550-640 person18_walking_d4 frames 1-80, 125-210, 224-320, 395-492 person19_boxing_d1 frames 1-108, 109-182, 183-269, 270-350 person19_boxing_d2 frames 1-126, 127-255, 256-354, 355-468 person19_boxing_d3 frames 1-92, 93-185, 186-310, 311-442 person19_boxing_d4 frames 1-124, 125-210, 211-298, 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1-85, 142-230, 262-352, 416-502 person22_jogging_d3 frames 1-50, 162-212, 288-338, 455-510 person22_jogging_d4 frames 1-64, 102-166, 188-250, 285-350 person22_running_d1 frames 1-32, 130-164, 212-250, 344-375 person22_running_d2 frames 1-55, 128-180, 240-295, 378-425 person22_running_d3 frames 1-32, 134-168, 292-328, 425-465 person22_running_d4 frames 1-50, 98-150, 162-208, 262-310 person22_walking_d1 frames 1-102, 202-310, 372-468, 586-700 person22_walking_d2 frames 1-152, 225-375, 465-618, 760-920 person22_walking_d3 frames 1-100, 258-350, 495-580, 720-815 person22_walking_d4 frames 1-110, 130-248, 252-372, 412-540 person23_boxing_d1 frames 1-95, 96-172, 258-372, 373-482 person23_boxing_d2 frames 1-128, 129-250, 251-392, 393-500 person23_boxing_d3 frames 1-82, 83-218, 219-340, 341-448 person23_boxing_d4 frames 1-115, 116-247, 248-316, 317-368 person23_handclapping_d1 frames 1-126, 127-222, 223-346, 347-440 person23_handclapping_d2 frames 1-100, 101-235, 236-366, 367-458 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