YOONKJ17:


Video not available.

Benchmark:

MOT17 |

Short name:

YOONKJ17

Detector:

Public

Description:

n/a

Project page / code:

n/a

Reference:

K. YOON, J. GWAK, Y. SONG, Y. YOON, M. JEON. OneShotDA: Online Multi-object Tracker with One-shot-learning-based Data Association. In IEEE Access, 2020.

Processing:

Online

Last submitted:

August 02, 2019 (8 months ago)

Published:

August 10, 2019 at 10:50:58 CET

Submissions:

4

Open source:

No

Hardware:

i7 GTX1080ti

Runtime:

3.4 Hz

Benchmark performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT1751.454.077.0500 (21.2)878 (37.3)29,051243,20256.991.71.62,118 (37.2)3,072 (54.0)

Detailed performance:

Sequence MOTA IDF1 MOTP MT ML FP FN Recall Precision FAF ID Sw. Frag
MOT17-01-DPM36.833.571.35112533,79141.291.30.63254
MOT17-01-FRCNN25.340.275.9981,8142,98653.765.64.02034
MOT17-01-SDP46.049.074.6951,3052,14866.776.72.92954
MOT17-03-DPM54.454.176.035264,06843,36058.693.82.7281457
MOT17-03-FRCNN60.359.277.442252,46738,94662.896.41.6185256
MOT17-03-SDP76.970.378.683132,03821,96279.097.61.4226353
MOT17-06-DPM46.153.274.2431117095,57952.789.70.66799
MOT17-06-FRCNN49.353.378.459811,2054,68260.385.51.089111
MOT17-06-SDP50.454.977.271831,3934,34063.284.21.2113128
MOT17-07-DPM39.942.074.76247929,27345.190.61.689121
MOT17-07-FRCNN33.639.174.56161,9359,11946.080.13.9156238
MOT17-07-SDP47.946.577.116141,2537,42656.088.32.5118153
MOT17-08-DPM26.834.979.7123598514,40031.887.21.68492
MOT17-08-FRCNN25.735.278.311391,08214,55831.185.91.76376
MOT17-08-SDP32.433.979.0103493613,21537.489.41.5134152
MOT17-12-DPM40.951.777.613424184,67846.090.50.52438
MOT17-12-FRCNN38.752.678.313426544,63546.586.00.72836
MOT17-12-SDP41.252.879.121419584,10452.682.61.13238
MOT17-14-DPM28.440.375.1109547012,71731.292.50.65084
MOT17-14-FRCNN21.737.971.611752,73111,58337.371.63.6162272
MOT17-14-SDP38.249.373.115581,5859,70047.584.72.1136226

Raw data: