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Public Models

  • System host: Intel® Core™ i5-9400 CPU @ 2.90GHz
  • Hailo Dataflow Compiler Version v5.3.0
  • Measurement conditions: Measuring from the SoC, room temperature

Video Classification


Link Legend


Key / Icon Description
Networks used by Hailo-apps.
S Source – Link to the model's open-source repository.
PT Pretrained – Download the pretrained model file (ZIP format).
HEF, NV12, RGBX Compiled Models – Links to models in various formats: - HEF: RGB format - NV12: NV12 format - RGBX: RGBX format
PR Profiler Report – Download the model's performance profiling report.

Kinetics400


Network Name float Accuracy (top1) Hardware Accuracy (top1) FPS (Batch Size=1) FPS (Batch Size=8) Links Input Resolution (HxWxC) Params (M) OPS (G)
r3d_18 48.9 49.2 55.4 87.9 112x112x48 33.4 81.4