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No, it is definitely using hardware acceleration on a number of platforms: https://github.com/cisco/openh264/tree/master/codec/encoder/core and https://github.com/cisco/openh264/tree/master/codec/decoder/core. However, the docs say it will fallback to C/C++. But I don't believe that's happening on popular platforms like x86, ARM, and Aarch64.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.