NvMOT_DS2305: Multi-Object Tracker in DeepStream SDK 6.3 by NVIDIA


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Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Rendering of new sequences is currently deactivated due to heavy load.

Benchmark:

MOT17 | MOT16 |

Short name:

NvMOT_DS2305

Detector:

Private

Description:

Real-time multi-object tracker offered in DeepStream SDK 6.3 by NVIDIA

Reference:

NVIDIA. DeepStream SDK 6.3. In NVIDIA, 2023.

Last submitted:

May 09, 2023 (9 months ago)

Published:

May 11, 2023 at 23:26:38 CET

Submissions:

2

Open source:

No

Hardware:

H100

Runtime:

1,108.4 Hz

Benchmark performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT1782.779.265.01,440 (61.1)264 (11.2)27,11768,45487.994.863.966.468.380.072.378.182.91.51,773 (0.0)2,922 (0.0)

Detailed performance:

Sequence MOTA IDF1 HOTA MT ML FP FN Rcll Prcn AssA DetA AssRe AssPr DetRe DetPr LocA FAF ID Sw. Frag
MOT17-01-DPM75.177.460.81522251,36978.895.862.559.568.079.363.877.681.50.51329
MOT17-01-FRCNN75.177.460.81522251,36978.895.862.559.568.079.363.877.681.50.51329
MOT17-01-SDP75.177.460.81522251,36978.895.862.559.568.079.363.877.681.50.51329
MOT17-03-DPM93.889.973.014403,4173,07397.196.772.074.375.982.479.979.683.02.352230
MOT17-03-FRCNN93.889.973.014403,4173,07397.196.772.074.375.982.479.979.683.02.352230
MOT17-03-SDP93.889.973.014403,4173,07397.196.772.074.375.982.479.979.683.02.352230
MOT17-06-DPM65.868.756.1119411,1312,77976.488.856.456.263.977.463.673.983.50.9119147
MOT17-06-FRCNN65.868.756.1119411,1312,77976.488.856.456.263.977.463.673.983.50.9119147
MOT17-06-SDP65.868.756.1119411,1312,77976.488.856.456.263.977.463.673.983.50.9119147
MOT17-07-DPM74.558.450.53165633,65678.495.942.260.645.575.065.079.583.41.189138
MOT17-07-FRCNN74.558.450.53165633,65678.495.942.260.645.575.065.079.583.41.189138
MOT17-07-SDP74.558.450.53165633,65678.495.942.260.645.575.065.079.583.41.189138
MOT17-08-DPM66.551.146.44061,6045,27475.090.839.555.844.372.362.075.082.52.6199226
MOT17-08-FRCNN66.551.146.44061,6045,27475.090.839.555.844.372.362.075.082.52.6199226
MOT17-08-SDP66.551.146.44061,6045,27475.090.839.555.844.372.362.075.082.52.6199226
MOT17-12-DPM72.476.863.650183572,00776.894.966.261.371.582.365.981.485.60.43050
MOT17-12-FRCNN72.476.863.650183572,00776.894.966.261.371.582.365.981.485.60.43050
MOT17-12-SDP72.476.863.650183572,00776.894.966.261.371.582.365.981.485.60.43050
MOT17-14-DPM64.972.054.181151,7424,66074.888.855.852.861.275.159.871.181.12.389154
MOT17-14-FRCNN64.972.054.181151,7424,66074.888.855.852.861.275.159.871.181.12.389154
MOT17-14-SDP64.972.054.181151,7424,66074.888.855.852.861.275.159.871.181.12.389154

Raw data:


NvMOT_DS2305