Question/Issue:
After deployment, the predicted result is always 0.99609
Project ID:
725736
Context/Use case:
input sensor data:
Zone0,Zone1,Zone2,Zone3,Zone4,Zone5,Zone6,Zone7,Zone8,Zone9,Zone10,Zone11,Zone12,Zone13,Zone14,Zone15
409,2028,2027,2019,410,2014,2013,2006,400,406,2012,2002,382,407,1990,676
2028,2027,2019,410,2014,2013,2006,400,406,2012,2002,382,407,1990,676,414
2027,2019,410,2014,2013,2006,400,406,2012,2002,382,407,1990,676,414,2022
2019,410,2014,2013,2006,400,406,2012,2002,382,407,1990,676,414,2022,2013
410,2014,2013,2006,400,406,2012,2002,382,407,1990,676,414,2022,2013,2015
2014,2013,2006,400,406,2012,2002,382,407,1990,676,414,2022,2013,2015,410
2013,2006,400,406,2012,2002,382,407,1990,676,414,2022,2013,2015,410,2038
2006,400,406,2012,2002,382,407,1990,676,414,2022,2013,2015,410,2038,2015
400,406,2012,2002,382,407,1990,676,414,2022,2013,2015,410,2038,2015,2026
406,2012,2002,382,407,1990,676,414,2022,2013,2015,410,2038,2015,2026,402
2012,2002,382,407,1990,676,414,2022,2013,2015,410,2038,2015,2026,402,412
2002,382,407,1990,676,414,2022,2013,2015,410,2038,2015,2026,402,412,2014
382,407,1990,676,414,2022,2013,2015,410,2038,2015,2026,402,412,2014,2008
407,1990,676,414,2022,2013,2015,410,2038,2015,2026,402,412,2014,2008,382
1990,676,414,2022,2013,2015,410,2038,2015,2026,402,412,2014,2008,382,410
676,414,2022,2013,2015,410,2038,2015,2026,402,412,2014,2008,382,410,1983
414,2022,2013,2015,410,2038,2015,2026,402,412,2014,2008,382,410,1983,686
2022,2013,2015,410,2038,2015,2026,402,412,2014,2008,382,410,1983,686,415
2013,2015,410,2038,2015,2026,402,412,2014,2008,382,410,1983,686,415,2024
2015,410,2038,2015,2026,402,412,2014,2008,382,410,1983,686,415,2024,2006
410,2038,2015,2026,402,412,2014,2008,382,410,1983,686,415,2024,2006,2018
2038,2015,2026,402,412,2014,2008,382,410,1983,686,415,2024,2006,2018,412
2015,2026,402,412,2014,2008,382,410,1983,686,415,2024,2006,2018,412,2025
2026,402,412,2014,2008,382,410,1983,686,415,2024,2006,2018,412,2025,2017
402,412,2014,2008,382,410,1983,686,415,2024,2006,2018,412,2025,2017,2025
412,2014,2008,382,410,1983,686,415,2024,2006,2018,412,2025,2017,2025,404
2014,2008,382,410,1983,686,415,2024,2006,2018,412,2025,2017,2025,404,421
2008,382,410,1983,686,415,2024,2006,2018,412,2025,2017,2025,404,421,2016
382,410,1983,686,415,2024,2006,2018,412,2025,2017,2025,404,421,2016,2023
410,1983,686,415,2024,2006,2018,412,2025,2017,2025,404,421,2016,2023,380
1983,686,415,2024,2006,2018,412,2025,2017,2025,404,421,2016,2023,380,415
686,415,2024,2006,2018,412,2025,2017,2025,404,421,2016,2023,380,415,1989
415,2024,2006,2018,412,2025,2017,2025,404,421,2016,2023,380,415,1989,707
2024,2006,2018,412,2025,2017,2025,404,421,2016,2023,380,415,1989,707,424
2006,2018,412,2025,2017,2025,404,421,2016,2023,380,415,1989,707,424,2014
2018,412,2025,2017,2025,404,421,2016,2023,380,415,1989,707,424,2014,2025
412,2025,2017,2025,404,421,2016,2023,380,415,1989,707,424,2014,2025,2021
2025,2017,2025,404,421,2016,2023,380,415,1989,707,424,2014,2025,2021,419
2017,2025,404,421,2016,2023,380,415,1989,707,424,2014,2025,2021,419,2040
2025,404,421,2016,2023,380,415,1989,707,424,2014,2025,2021,419,2040,2014
404,421,2016,2023,380,415,1989,707,424,2014,2025,2021,419,2040,2014,2003
421,2016,2023,380,415,1989,707,424,2014,2025,2021,419,2040,2014,2003,406
2016,2023,380,415,1989,707,424,2014,2025,2021,419,2040,2014,2003,406,2000
2023,380,415,1989,707,424,2014,2025,2021,419,2040,2014,2003,406,2000,2012
380,415,1989,707,424,2014,2025,2021,419,2040,2014,2003,406,2000,2012,1999
415,1989,707,424,2014,2025,2021,419,2040,2014,2003,406,2000,2012,1999,389
1989,707,424,2014,2025,2021,419,2040,2014,2003,406,2000,2012,1999,389,417
707,424,2014,2025,2021,419,2040,2014,2003,406,2000,2012,1999,389,417,2012
424,2014,2025,2021,419,2040,2014,2003,406,2000,2012,1999,389,417,2012,681
2014,2025,2021,419,2040,2014,2003,406,2000,2012,1999,389,417,2012,681,2016
2025,2021,419,2040,2014,2003,406,2000,2012,1999,389,417,2012,681,2016,2035
2021,419,2040,2014,2003,406,2000,2012,1999,389,417,2012,681,2016,2035,2029
419,2040,2014,2003,406,2000,2012,1999,389,417,2012,681,2016,2035,2029,2005
2040,2014,2003,406,2000,2012,1999,389,417,2012,681,2016,2035,2029,2005,418
2014,2003,406,2000,2012,1999,389,417,2012,681,2016,2035,2029,2005,418,2026
2003,406,2000,2012,1999,389,417,2012,681,2016,2035,2029,2005,418,2026,2016
406,2000,2012,1999,389,417,2012,681,2016,2035,2029,2005,418,2026,2016,2002
2000,2012,1999,389,417,2012,681,2016,2035,2029,2005,418,2026,2016,2002,410
2012,1999,389,417,2012,681,2016,2035,2029,2005,418,2026,2016,2002,410,2011
1999,389,417,2012,681,2016,2035,2029,2005,418,2026,2016,2002,410,2011,2029
389,417,2012,681,2016,2035,2029,2005,418,2026,2016,2002,410,2011,2029,2006
417,2012,681,2016,2035,2029,2005,418,2026,2016,2002,410,2011,2029,2006,387
2012,681,2016,2035,2029,2005,418,2026,2016,2002,410,2011,2029,2006,387,420
681,2016,2035,2029,2005,418,2026,2016,2002,410,2011,2029,2006,387,420,1989
2016,2035,2029,2005,418,2026,2016,2002,410,2011,2029,2006,387,420,1989,689
2035,2029,2005,418,2026,2016,2002,410,2011,2029,2006,387,420,1989,689,2033
2029,2005,418,2026,2016,2002,410,2011,2029,2006,387,420,1989,689,2033,2028
2005,418,2026,2016,2002,410,2011,2029,2006,387,420,1989,689,2033,2028,2022
418,2026,2016,2002,410,2011,2029,2006,387,420,1989,689,2033,2028,2022,2032
2026,2016,2002,410,2011,2029,2006,387,420,1989,689,2033,2028,2022,2032,418
2016,2002,410,2011,2029,2006,387,420,1989,689,2033,2028,2022,2032,418,2020
2002,410,2011,2029,2006,387,420,1989,689,2033,2028,2022,2032,418,2020,2022
410,2011,2029,2006,387,420,1989,689,2033,2028,2022,2032,418,2020,2022,2001
2011,2029,2006,387,420,1989,689,2033,2028,2022,2032,418,2020,2022,2001,414
2029,2006,387,420,1989,689,2033,2028,2022,2032,418,2020,2022,2001,414,2005
2006,387,420,1989,689,2033,2028,2022,2032,418,2020,2022,2001,414,2005,2020
387,420,1989,689,2033,2028,2022,2032,418,2020,2022,2001,414,2005,2020,2008
420,1989,689,2033,2028,2022,2032,418,2020,2022,2001,414,2005,2020,2008,391
1989,689,2033,2028,2022,2032,418,2020,2022,2001,414,2005,2020,2008,391,425
689,2033,2028,2022,2032,418,2020,2022,2001,414,2005,2020,2008,391,425,1989
2033,2028,2022,2032,418,2020,2022,2001,414,2005,2020,2008,391,425,1989,686
2028,2022,2032,418,2020,2022,2001,414,2005,2020,2008,391,425,1989,686,2033
2022,2032,418,2020,2022,2001,414,2005,2020,2008,391,425,1989,686,2033,2040
2032,418,2020,2022,2001,414,2005,2020,2008,391,425,1989,686,2033,2040,2018
418,2020,2022,2001,414,2005,2020,2008,391,425,1989,686,2033,2040,2018,2023
2020,2022,2001,414,2005,2020,2008,391,425,1989,686,2033,2040,2018,2023,421
2022,2001,414,2005,2020,2008,391,425,1989,686,2033,2040,2018,2023,421,2014
2001,414,2005,2020,2008,391,425,1989,686,2033,2040,2018,2023,421,2014,2026
414,2005,2020,2008,391,425,1989,686,2033,2040,2018,2023,421,2014,2026,2000
2005,2020,2008,391,425,1989,686,2033,2040,2018,2023,421,2014,2026,2000,416
2020,2008,391,425,1989,686,2033,2040,2018,2023,421,2014,2026,2000,416,2006
2008,391,425,1989,686,2033,2040,2018,2023,421,2014,2026,2000,416,2006,2010
391,425,1989,686,2033,2040,2018,2023,421,2014,2026,2000,416,2006,2010,1997
425,1989,686,2033,2040,2018,2023,421,2014,2026,2000,416,2006,2010,1997,395
1989,686,2033,2040,2018,2023,421,2014,2026,2000,416,2006,2010,1997,395,430
686,2033,2040,2018,2023,421,2014,2026,2000,416,2006,2010,1997,395,430,583
2033,2040,2018,2023,421,2014,2026,2000,416,2006,2010,1997,395,430,583,696
2040,2018,2023,421,2014,2026,2000,416,2006,2010,1997,395,430,583,696,2051
2018,2023,421,2014,2026,2000,416,2006,2010,1997,395,430,583,696,2051,2017
2023,421,2014,2026,2000,416,2006,2010,1997,395,430,583,696,2051,2017,2011
421,2014,2026,2000,416,2006,2010,1997,395,430,583,696,2051,2017,2011,2027
2014,2026,2000,416,2006,2010,1997,395,430,583,696,2051,2017,2011,2027,416
2026,2000,416,2006,2010,1997,395,430,583,696,2051,2017,2011,2027,416,2029
2000,416,2006,2010,1997,395,430,583,696,2051,2017,2011,2027,416,2029,2015
416,2006,2010,1997,395,430,583,696,2051,2017,2011,2027,416,2029,2015,2020
2006,2010,1997,395,430,583,696,2051,2017,2011,2027,416,2029,2015,2020,421
2010,1997,395,430,583,696,2051,2017,2011,2027,416,2029,2015,2020,421,2000
1997,395,430,583,696,2051,2017,2011,2027,416,2029,2015,2020,421,2000,2021
395,430,583,696,2051,2017,2011,2027,416,2029,2015,2020,421,2000,2021,2005
430,583,696,2051,2017,2011,2027,416,2029,2015,2020,421,2000,2021,2005,399
583,696,2051,2017,2011,2027,416,2029,2015,2020,421,2000,2021,2005,399,440
696,2051,2017,2011,2027,416,2029,2015,2020,421,2000,2021,2005,399,440,2001
2051,2017,2011,2027,416,2029,2015,2020,421,2000,2021,2005,399,440,2001,697
2017,2011,2027,416,2029,2015,2020,421,2000,2021,2005,399,440,2001,697,2049
2011,2027,416,2029,2015,2020,421,2000,2021,2005,399,440,2001,697,2049,403
2027,416,2029,2015,2020,421,2000,2021,2005,399,440,2001,697,2049,403,2024
416,2029,2015,2020,421,2000,2021,2005,399,440,2001,697,2049,403,2024,2019
2029,2015,2020,421,2000,2021,2005,399,440,2001,697,2049,403,2024,2019,2002
2015,2020,421,2000,2021,2005,399,440,2001,697,2049,403,2024,2019,2002,400
2020,421,2000,2021,2005,399,440,2001,697,2049,403,2024,2019,2002,400,2000
Expected Outcome:
left-right
Actual Outcome:
circle
debug information:
Features (2 ms.): 135.975 0 2051 470.85006 450.78967 3.75388 12.88592 188.85 0 2040 591.41973 560.45758 2.8996 6.61142 269.41665 0 2039 737.83325 686.88537 2.15736 2.65433 268.81668 0 2032 736.19219 685.35974 2.15737 2.65444 94.96666 0 2047 346.27111 332.99444 4.86999 24.7693 175.41667 0 2040 563.195 535.18084 3.07281 7.72547 268.96667 0 2027 736.59924 685.73767 2.15732 2.65415 268.20834 0 2032 734.5274 683.8092 2.1574 2.65456 90.81666 0 1924 323.79629 310.80004 4.73289 23.61706 120.15833 0 2011 426.68096 409.4125 4.06921 15.72058 241.77499 0 2029 690.28302 646.55725 2.36283 3.62206 267.475 0 2023 732.51605 681.93688 2.15734 2.6543 147.74166 0 2058 502.86929 480.67691 3.51676 10.88627 54.66666 0 440 149.78329 139.4512 2.16227 2.68564 175.5 0 2012 556.74664 528.36199 3.03566 7.54396 92.06666 0 707 252.15827 234.75035 2.15821 2.65967
409 2028 2027 2019 410 2014 2013 2006 400 406 2012 2002 382 407 1990 676 414 2022 2013 2015 410 2038 2015 2026 402 412 2014 2008 382 410 1983 686 415 2024 2006 2018 412 2025 2017 2025 404 421 2016 2023 380 415 1989 707 424 2014 2025 2021 419 2040 2014 2003 406 2000 2012 1999 389 417 2012 681 2016 2035 2029 2005 418 2026 2016 2002 410 2011 2029 2006 387 420 1989 689 2033 2028 2022 2032 418 2020 2022 2001 414 2005 2020 2008 391 425 1989 686 2033 2040 2018 2023 421 2014 2026 2000 416 2006 2010 1997 395 430 583 696 2051 2017 2011 2027 416 2029 2015 2020 421 2000 2021 2005 399 440 2001 697 2049 403 2024 2019 2002 400 2000 2018 1924 388 397 2003 2035 398 412 688 2049 404 2017 2013 1997 402 2024 2032 1847 390 402 2007 2058 399 413 670 394 405 2015 2004 2047 401 2016 2007 1816 392 2009 2004 2040 399 418 698 400 403 2021 2027 406 404 2011 2006 415 395 2016 2020 2017 399 429 693 406 399 2015 2017 400 403 2027 2007 409 394 2014 1998 2034 398 425 699 408 399 2023 2011 406 403 2017 2018 408 396 2019 1998 2024 400 433 700 409 2025 2039 1996 407 407 2022 2005 405 400 2008 2000 2039 402 2001 685 407 2016 2025 2011 407 2024 2021 2009 401 403 2014 2019 377 401 1993 697 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Running impulse…
Predictions (time: 4 ms.):
circle: 0.99609
idle: 0
left-right: 0
up-down: 0
result: circle: 0.99609
Reproducibility:
- [ ] Always
Environment:
- Platform: [STM32F407]
- Build Environment Details: [KEIL 5 with CMSIS]
- Edge Impulse Version (Firmware): [1.71.60]
- Project Version: [1.0.0]
Additional Information:
debug information
The sensor data is integer, and I used the function <int16_to_float> which is provided in the library to convert int16 to float32, refer to the following document:
startup file configuration is as follows:
Stack_size EQU 0x00010000
Heap_size EQU 0x00010000
This means that the size of the heap and stack are both 64KB, which should be enough.
The debug information prints a lot of ‘0’, which should be incorrect, but I don’t know why. Please tell me any possible debugging methods, thank you!