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Main features of AI-ModelZoo-2.0.0:
 - Aligned and uniformed architecture for all the use case folders. - Modular design to run different operation modes (training, benchmarking, evaluation, deployment, quantization) independently or with an option of chaining multiple modes in a single launch. - A single entry point to the code, with a single configuration file to configure all the modes. - Add Bring Your Own Model (BYOM) feature. - More training capabilities proposed (transfer learning, fine tuning, training from scratch. - Addition of Object Detection models. Signed-off-by: khaoula boutiche <[email protected]>
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‎LICENSE.md

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‎README.md

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‎audio_event_detection/LICENSE.md

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BSD-3 Clause
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# LICENSE.md
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Copyright 2023 STMicroelectronics
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| Component | License | Copyright |
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|:--------- |:------- |:----------|
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| deployment | [Apache-2.0](./deployment/LICENSE.md) | STMicroelectronics |
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| pretrained_models/miniresnet/ST_pretrainedmodel_public_dataset | [Apache-2.0](./pretrained_models/miniresnet/ST_pretrainedmodel_public_dataset/LICENSE.md) | STMicroelectronics |
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| pretrained_models/miniresnetv2/ST_pretrainedmodel_public_dataset | [Apache-2.0](./pretrained_models/miniresnetv2/ST_pretrainedmodel_public_dataset/LICENSE.md) | STMicroelectronics |
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| pretrained_models/yamnet/ST_pretrainedmodel_public_dataset | [Apache-2.0](./pretrained_models/yamnet/ST_pretrainedmodel_public_dataset/LICENSE.md) | STMicroelectronics |
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| pretrained_models/yamnet/ST_pretrainedmodel_public_dataset | [Apache-2.0](./pretrained_models/yamnet/ST_pretrainedmodel_public_dataset/LICENSE.md) | STMicroelectronics |
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| src | [Apache-2.0](./src/LICENSE.md) | STMicroelectronics, Google LLC |
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Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
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1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
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2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
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3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS “AS IS” AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

‎audio_event_detection/README.md

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# Audio event detection STM32 model zoo
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# Audio event detection (AED) STM32 model zoo
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## Directory Components:
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## Directory components:
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* [models](models/README.md) a collection of optimized pretrained models
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* [scripts](scripts/README.md) contains tools to train, evaluate and deploy your model on your STM32 target.
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* [getting_started](getting_started/README.md) contains the necessary files to run and demonstrate the usage of an AED model on STM32 board.
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* [datasets](datasets/README.md) placeholder for the audio event detection datasets.
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* [deployment](deployment/README.md) contains the necessary files to deploy models on an STM32 board
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* [pretrained_models](pretrained_models/README.md) a collection of optimized pretrained models on different audio datasets.
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* [src](src/README.md) contains tools to train, evaluate, benchmark and quantize your model on your STM32 target.
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## Tutorials and documentation:
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* [Complete AED model zoo and configuration file documentation](src/README.md)
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* [A short tutorial on training a model using the model zoo](src/training/README.md)
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* [A short tutorial on quantizing a model using the model zoo](src/quantization/README.md)
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* [A short tutorial on deploying a model on an STM32 board](deployment/README.md)

‎audio_event_detection/datasets/README.md

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# Audio event detection STM32 model zoo
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## Directory components:
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This is a placeholder for AED datasets.

‎audio_event_detection/deployment/LICENSE.md

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