CMSIS-NN
CMSIS-NN Library (by ARM-software)
ai8x-synthesis
Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices (by analogdevicesinc)
CMSIS-NN | ai8x-synthesis | |
---|---|---|
1 | 1 | |
149 | 50 | |
6.0% | - | |
8.0 | 7.0 | |
5 days ago | 4 days ago | |
C | Python | |
Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
CMSIS-NN
Posts with mentions or reviews of CMSIS-NN.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-11-14.
-
[D] Run Pytorch model inference on Microcontroller
CMSIS-NN. ARM centric. Examples. They also have an example for a pytorch to tflite converter via onnx
ai8x-synthesis
Posts with mentions or reviews of ai8x-synthesis.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-11-14.
-
[D] Run Pytorch model inference on Microcontroller
MAX7800X Toolchain and Documentation (proprietary) This is a proprieteray toolchain to deploy models to the MAX78000 edge NN devices.
What are some alternatives?
When comparing CMSIS-NN and ai8x-synthesis you can also consider the following projects:
nnom - A higher-level Neural Network library for microcontrollers.
TinyMaix - TinyMaix is a tiny inference library for microcontrollers (TinyML).
onnx2c - Open Neural Network Exchange to C compiler.
tinyengine - [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
cONNXr - Pure C ONNX runtime with zero dependancies for embedded devices
deepC - vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers
ML-examples - Arm Machine Learning tutorials and examples