├── .env.example ├── .gitignore ├── LICENSE ├── README.md ├── configs └── default.yaml ├── data ├── datasets │ ├── ini_30 │ │ ├── helper.py │ │ ├── ini_30_aeadat_processor.py │ │ ├── ini_30_datareader.py │ │ └── ini_30_dataset.py │ └── synthetic_3et │ │ ├── helper.py │ │ └── synthetic_dataset.py ├── module.py ├── speck_processor.py ├── transforms │ ├── helper.py │ └── transform.py └── utils.py ├── docs ├── 0_val_12_0.gif ├── 0_val_16_0.gif ├── 0_val_19_0.gif └── 0_val_3_0.gif ├── engine ├── callbacks │ └── logging.py ├── loss.py ├── models │ ├── baseline_3et.py │ ├── binarization │ │ ├── binary_operator.py │ │ └── common_binary.py │ ├── quantization │ │ ├── __init__.py │ │ ├── lsqplus_quantize_V1.py │ │ ├── lsqplus_quantize_V2.py │ │ ├── lsqquantize_V1.py │ │ ├── lsqquantize_V2.py │ │ └── quant_dorefa.py │ ├── retina │ │ ├── helper.py │ │ └── retina.py │ ├── spiking │ │ ├── decimation.py │ │ ├── lpf.py │ │ ├── residual.py │ │ └── speck_compute_config.py │ └── utils.py └── module.py ├── plots ├── async_visualizer.py ├── plot_animation.py ├── plot_first_dataset.py ├── plot_recordings.py └── plot_second_dataset.py ├── requirements.txt ├── scripts ├── eval.py └── train.py └── stm32ai_quantize_onnx_benchmark.ipynb /.env.example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pbonazzi/retina/HEAD/.env.example -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pbonazzi/retina/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pbonazzi/retina/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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