TUD-Crossing PETS09-S2L2 ETH-Jelmoli ETH-Linthescher ETH-Crossing AVG-TownCentre ADL-Rundle-1 ADL-Rundle-3 KITTI-16 KITTI-19

Short name:

LKDAT_CNN

Benchmark:

Description:

Hardware:

3 GHZ, 1 Core, K40, 1 Core

Detector:

Private

Processing:

Online

Last submitted:

February 22, 2016 (3 years ago)

Published:

February 22, 2016 at 13:28:01 CET

Submissions:

1

Open source:

No

Project page / code:

n/a

Reference:

Yuan Zhang, Di Xie and Shiliang Pu (Hikvision Research Institute)

Benchmark performance:

MOTAMOTPFAFMTMLFPFNID Sw.FragSpecificationsDetector
49.374.51.020.8 % 28.4 % 6,00924,5505631,1553 GHZ, 1 Core, K40, 1 CorePrivate
IDF1ID PrecisionID Recall
53.565.145.4

Detailed performance:

Sequence MOTA IDF1 MOTP FAF GT MT ML FP FN ID Sw Frag
TUD-Crossing79.972.777.60.11353.8 % 0.0 % 251841220
PETS09-S2L263.245.073.31.54233.3 % 4.8 % 6702,708172309
ETH-Jelmoli52.367.477.50.1458.9 % 37.8 % 321,1671125
ETH-Linthescher48.150.779.20.119710.2 % 54.8 % 994,4924164
ETH-Crossing46.952.879.10.12615.4 % 42.3 % 284951015
AVG-TownCentre60.969.571.51.122633.6 % 17.3 % 5152,18695199
ADL-Rundle-136.648.972.04.43221.9 % 15.6 % 2,1943,64860163
ADL-Rundle-343.748.479.11.74415.9 % 13.6 % 1,0824,5737199
KITTI-1644.761.369.11.1175.9 % 5.9 % 2396713160
KITTI-1941.658.768.90.8629.7 % 19.4 % 8372,24342154
Venice-145.551.177.00.61723.5 % 23.5 % 2882,1831847

Raw data:


LKDAT_CNN