Mcmots: Tracking by fairmot and segmentation by maskrcnn

MOTS20-01


Short name:

Mcmots

Description:

We use the state-of-the-art method Fairmot to detect and tracking. Based on it, we use maskrcnn to generate the mask of each bounding box.

Reference:

Anonymous submission

Last submitted:

May 27, 2020 (3 months ago)

Published:

May 30, 2020 at 04:27:02 CET

Submissions:

3

Project page / code:

n/a

Open source:

No

Hardware:

rtx 2080 ti

Runtime:

3.9 Hz

Benchmark performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Recall Precision ID Sw. Frag
CVPR 2020 MOTS Challenge51.163.966.079.766.9141 (43.0)53 (16.2)23,7522,1668,51773.691.6290 (394.0)764 (1,038.0)

Detailed performance:

Sequence sMOTSA IDF1 MOTSA MOTSP MODSA MT ML TP FP FN Recall Precision ID Sw. Frag
MOTS20-0152.080.171.075.771.2702,42621468078.191.9685
MOTS20-0658.663.972.982.374.798247,9776421,83781.392.6179302
MOTS20-0744.058.060.276.060.814158,6918674,18767.590.975285
MOTS20-1253.467.564.784.365.122144,6584431,81372.091.33092

Raw data: