CNNTCM:

Venice-1


Benchmark:

MOT15 |

Short name:

CNNTCM

Detector:

Public

Description:

n/a

Reference:

B. Wang, K. L. Chan, L. Wang, B. Shuai, Z. Zuo, T. Liu, G. Wang. Joint Learning of Convolutional Neural Networks and Temporally Constrained Metrics for Tracklet Association. In DeepVision Workshop (CVPR), 2016.

Last submitted:

September 27, 2015 (5 years ago)

Published:

October 11, 2015 at 05:27:01 CET

Submissions:

1

Project page / code:

n/a

Open source:

No

Hardware:

2.60GHz, 4 core

Runtime:

1.7 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1529.636.80.081 (11.2)317 (44.0)7,78634,73343.577.40.00.00.00.00.00.00.01.3712 (16.4)943 (21.7)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
ADL-Rundle-118.524.10.06112,3035,14944.764.30.00.00.00.00.00.00.04.6128121
ADL-Rundle-327.835.80.04101,7745,46546.272.60.00.00.00.00.00.00.02.810391
AVG-TownCentre31.345.90.038759523,82546.577.70.00.00.00.00.00.00.02.1137246
ETH-Crossing26.641.70.01181072527.796.50.00.00.00.00.00.00.00.012
ETH-Jelmoli41.352.10.08132331,22651.784.90.00.00.00.00.00.00.00.52938
ETH-Linthescher14.623.50.08158727,54615.595.10.00.00.00.00.00.00.00.1611
KITTI-1648.060.70.00313373656.787.90.00.00.00.00.00.00.00.61634
KITTI-1931.147.80.05148812,73248.974.80.00.00.00.00.00.00.00.871155
PETS09-S2L249.633.90.0557803,88659.788.10.00.00.00.00.00.00.01.8192218
TUD-Crossing60.568.30.0636635268.191.90.00.00.00.00.00.00.00.31714
Venice-119.238.00.0075823,09132.371.70.00.00.00.00.00.00.01.31213

Raw data: