SDeepsort: Strengthened Deepsort

MOT17-01-DPM


Benchmark:

MOT17 |

Short name:

SDeepsort

Detector:

Public

Description:

We improved the feature extraction module.

Reference:

Last submitted:

June 30, 2022 (2 months ago)

Published:

June 30, 2022 at 03:50:28 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

3.5GHZ

Runtime:

69.6 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1767.270.156.61,107 (47.0)294 (12.5)71,241111,25880.386.455.358.365.169.166.671.781.04.02,298 (0.0)5,433 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM50.554.245.81531,4431,70473.676.743.648.250.070.860.663.282.53.24568
MOT17-01-FRCNN50.554.245.81531,4431,70473.676.743.648.250.070.860.663.282.53.24568
MOT17-01-SDP50.554.245.81531,4431,70473.676.743.648.250.070.860.663.282.53.24568
MOT17-03-DPM76.180.364.41181212,52612,48188.188.063.465.774.272.274.174.081.28.456338
MOT17-03-FRCNN76.180.364.41181212,52612,48188.188.063.465.774.272.274.174.081.28.456338
MOT17-03-SDP76.180.364.41181212,52612,48188.188.063.465.774.272.274.174.081.28.456338
MOT17-06-DPM57.657.045.598441,4473,43670.885.242.249.661.755.357.068.680.21.2116294
MOT17-06-FRCNN57.657.045.598441,4473,43670.885.242.249.661.755.357.068.680.21.2116294
MOT17-06-SDP57.657.045.598441,4473,43670.885.242.249.661.755.357.068.680.21.2116294
MOT17-07-DPM69.861.348.52921,5253,48079.489.841.157.447.664.064.873.382.23.197225
MOT17-07-FRCNN69.861.348.52921,5253,48079.489.841.157.447.664.064.873.382.23.197225
MOT17-07-SDP69.861.348.52921,5253,48079.489.841.157.447.664.064.873.382.23.197225
MOT17-08-DPM58.144.940.63371,9106,63868.688.433.650.240.055.756.372.581.73.1293419
MOT17-08-FRCNN58.144.940.63371,9106,63868.688.433.650.240.055.756.372.581.73.1293419
MOT17-08-SDP58.144.940.63371,9106,63868.688.433.650.240.055.756.372.581.73.1293419
MOT17-12-DPM44.267.053.15072,8821,91277.970.158.548.567.373.865.659.082.23.243122
MOT17-12-FRCNN44.267.053.15072,8821,91277.970.158.548.567.373.865.659.082.23.243122
MOT17-12-SDP44.267.053.15072,8821,91277.970.158.548.567.373.865.659.082.23.243122
MOT17-14-DPM48.258.541.526232,0147,43559.884.641.841.646.070.546.465.676.72.7116345
MOT17-14-FRCNN48.258.541.526232,0147,43559.884.641.841.646.070.546.465.676.72.7116345
MOT17-14-SDP48.258.541.526232,0147,43559.884.641.841.646.070.546.465.676.72.7116345

Raw data: