Deep Siamese Network

MOT16-01 MOT16-03 MOT16-06 MOT16-07 MOT16-08 MOT16-12 MOT16-14

Short name:

siameseCos

Benchmark:

Description:

MHT variation with Re-ID using classification-guided metric learning

Hardware:

3.6 Ghz 4 cores

Detector:

Public

Processing:

Batch

Last submitted:

April 16, 2019 (1 month ago)

Published:

April 16, 2019 at 17:10:57 CET

Submissions:

3

Open source:

No

Project page / code:

n/a

Reference:

In preparation

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
49.475.91.119.1 % 39.4 % 6,28185,3846798233.6 Ghz 4 coresPublic
IDF1ID PrecisionID Recall
49.868.939.0

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
MOT16-0143.649.372.40.32330.4 % 39.1 % 1543,4401025
MOT16-0356.251.575.82.114824.3 % 18.2 % 3,21142,294271377
MOT16-0645.957.674.11.222128.5 % 41.2 % 1,4344,679131123
MOT16-0747.148.975.11.05416.7 % 29.6 % 5198,0407685
MOT16-0836.438.780.20.56314.3 % 38.1 % 30810,2577677
MOT16-1247.658.877.70.28617.4 % 43.0 % 2234,0992229
MOT16-1429.139.075.00.61643.7 % 57.9 % 43212,57593107

Raw data:

n/a


siameseCos