uTensor
frugally-deep
| uTensor | frugally-deep | |
|---|---|---|
| 1 | 5 | |
| 1,646 | 1,045 | |
| 1.0% | - | |
| 1.9 | 8.0 | |
| 13 days ago | 11 days ago | |
| C++ | C++ | |
| Apache License 2.0 | MIT License |
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uTensor
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[D] why isn't converting ML Models to plain code trivial?
Random example, more stuff. My comments are more of baking models into c(pp) code which is not what cppflow does but probably what you are actually looking for.
frugally-deep
- Frugally-deep: Header-only library for using Keras (TensorFlow) models in C++
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Ask HN: What side projects landed you a job?
The interview for my current job first went mediocre, but by talking about frugally-deep (a side project of mine) I was able to excite my (now) employer. :-)
https://github.com/Dobiasd/frugally-deep
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Way to convert keras based model to C++.
Did you work through the FAQ here: https://github.com/Dobiasd/frugally-deep/blob/master/FAQ.md
- Handwritten digit recognition using CircuitPython, Raspberry Pi Pico, OV7670 and 120x160 TFT LCD. r/circuitpython - Handwritten digit recognition using CircuitPython, Raspberry Pi Pico, OV7670 and 120x160 TFT LCD.
What are some alternatives?
ESP32-S2-S3-Projects - Using the native USB interface of ESP32 S2/S3
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
EmbeddedProto - Embedded Proto is a C++ Protocol Buffers implementation specifically suitable for microcontrollers. It is small, reliable and easy to use.
tensorflow - An Open Source Machine Learning Framework for Everyone
areg-sdk - AREG is an asynchronous Object RPC framework to simplify multitasking programming by blurring borders between processes and treating remote objects as if they coexist in the same thread.
tiny-cnn - header only, dependency-free deep learning framework in C++14
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Taskflow - A General-purpose Parallel and Heterogeneous Task Programming System
DeepSpeech - DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
Genann - simple neural network library in ANSI C
blynk-library - Blynk library for IoT boards. Works with Arduino, ESP32, ESP8266, Raspberry Pi, Particle, ARM Mbed, etc.
nano