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# MLPerf Inference - Object Detection - TFLite (with Coral EdgeTPU support) | ||
# MLPerf Inference - Object Detection - TFLite | ||
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## Prerequisites | ||
This C++ implementation runs TFLite models for Object Detection using TFLite. | ||
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### Install Collective Knowledge (CK) | ||
## Reproducibility study | ||
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Please follow the [installation instructions](https://github.com/ctuning/ck#installation) for your system e.g.: | ||
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```bash | ||
$ python3 -m pip install ck --user | ||
$ echo "export PATH=$HOME/.local/bin:$PATH" >> ~/.bashrc | ||
$ source ~/.bashrc && ck version | ||
V1.15.0 | ||
``` | ||
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### Pull [CK-MLPerf](https://github.com/ctuning/ck-mlperf) | ||
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```bash | ||
$ ck pull repo:ck-mlperf | ||
``` | ||
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### Pull [CK-Coral](https://github.com/ctuning/ck-coral) | ||
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To use the [Coral](https://coral.ai/) EdgeTPU accelerator: | ||
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```bash | ||
$ ck pull repo:ck-coral | ||
``` | ||
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**NB:** Refresh all CK repositories after any updates (e.g. bug fixes): | ||
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```bash | ||
$ ck pull all | ||
``` | ||
* [RPi4](https://github.com/ctuning/ck/blob/master/docs/mlperf-automation/reproduce/ck-object-detection-rpi4-tflite.md) | ||
* [Google Coral TPU](https://github.com/ctuning/ck/blob/master/docs/mlperf-automation/reproduce/ck-object-detection-rpi4-coral-tflite.md) |
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