As an alternative to CPU DMIPS to do the following, does TI have non-CPU performance benchmarks for the following algorithms?
- Object/lane detection
- Road boundary detection
- Free space detection
John
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As an alternative to CPU DMIPS to do the following, does TI have non-CPU performance benchmarks for the following algorithms?
John
You can refer to some DL network performance on TDA4x SoC at the below link in the PSDKRA user guide
psdk_rtos_auto/docs/user_guide/DATASHEET.html
regards
Kedar
Kedar,
We still need the benchmarks for the DSP and MMA, which are not included in this html link.
John
John,
In SDK today we have parking spot detect, vehicle detect and semantic segmentation algos using CNN integrated.
The performance numbers for these are listed on above page.
See "TIDL section" or you can go directly to
tidl_j7_00_09_00_00/ti_dl/docs/user_guide_html/md_tidl_performance.html
See "Application Networks - Used in SDK Demos"
Semantic segmentation can be used as a proxy for lane detect, road boundary detect and free space detect.
Parking spot detect, vehicle detect can be used for generic object detect.
Let me know if this answers your questions.
regards
Kedar