[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
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Dec 14, 2023 - Python
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Machine Learning inference engine for Microcontrollers and Embedded devices
python c classifier machine-learning microcontroller random-forest tensorflow scikit-learn sklearn keras inference embedded-systems neural-networks tinyml
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Jan 18, 2025 - Python
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
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Mar 29, 2024 - Python
Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
raspberry-pi arduino deep-learning esp32 pytorch image-classification object-detection jetson ncnn onnx tflite tinyml yolov5 openmmlab
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Jan 16, 2025 - Python
Building Simple versions of AI (ML, DL, NN) models from scratch to help grasp the concepts
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Oct 25, 2024 - Python
SensiML's open-source AutoML solution for Edge AI model development
machine-learning-algorithms automl iot-application automl-algorithms tinyml microcontroller-programming tinymlkit
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Jan 17, 2025 - Python
Source code generators for machine learning models.
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Jan 15, 2025 - Python
Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'
machine-learning efficient-inference mcu-boards tflite cmsis-nn armcortexm4 armcortexm0 arduinio c-code-generator tinyml armcortexm7 raspberry-pi-pico tfmicro tinyml-benchmark
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Jul 23, 2022 - Python
A tool to support using classification models in low-power and microcontroller-based embedded systems.
classifier machine-learning microcontroller microcontrollers scikit-learn embedded-systems weka iot-device edge-computing classification-model edge-machine-learning classification-models tinyml embml
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Apr 5, 2023 - Python
Fast and Computationally efficient Continual Learning for NanoDet anchor-free Object Detector
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Dec 16, 2024 - Python
URL Feature extraction and Engineering aided with Classification via Neural Networks
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Dec 11, 2021 - Python
ROS2 wrapper for Edge Impulse
raspberry-pi machine-learning ai dnn artificial-intelligence vision ros2 jetson-nano tinyml edge-impulse edgeimpulse
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Nov 16, 2024 - Python
Official PyTorch training code of Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity (ICCV2023-RCV)
raspberry-pi deep-neural-networks sparsity low-latency efficient-inference tinyml efficient-deep-learning
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Sep 29, 2023 - Python
Application of TinyML on an ESP32 system. To sample ECG data, feature gather and output new ML model based on sampled data to be re-compiled into ESP32.
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Jun 21, 2024 - Python
Python package to convert PyTorch models in Tensorflow Lite Models.
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Dec 16, 2021 - Python
A Machine Learning framework in MicroPython
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Mar 5, 2024 - Python
CAR BAC is a Raspberry Pi based visual recognition project that warns cyclists of vehicles approaching from the rear.
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Jan 31, 2022 - Python
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