mirror of
https://github.com/tiyn/wiki.git
synced 2025-12-12 20:09:45 +01:00
neural networks: added and linked
This commit is contained in:
@@ -20,8 +20,8 @@ This section addresses the usage of the
|
||||
|
||||
#### Preparing TensorFlow Models for the AI HAT+
|
||||
|
||||
For neural networks to run on the Hailo AI module and the AI HAT+ they have to be converted to the
|
||||
`.hef` format.
|
||||
For [neural networks](/wiki/neural_network.md) to run on the Hailo AI module and the AI HAT+ they
|
||||
have to be converted to the `.hef` format.
|
||||
This section assumes the neural network is using
|
||||
[TensorFlow](/wiki/programming_language/python.md#tensorflow) and is available as a `.tf` or
|
||||
`.tflite` file.
|
||||
|
||||
32
wiki/neural_network.md
Normal file
32
wiki/neural_network.md
Normal file
@@ -0,0 +1,32 @@
|
||||
# Neural Network
|
||||
|
||||
A neural network - often shortened to NN - is a computational model which is part of so called
|
||||
artificial intelligence.
|
||||
|
||||
## Useful Tools
|
||||
|
||||
There are some useful tools to use with neural networks.
|
||||
|
||||
- [Netron](https://github.com/lutzroeder/netron) is a open-source and self-hostable tool to
|
||||
visualize neural networks.
|
||||
It is also easily available from the [official website](https://netron.app/).
|
||||
|
||||
## Frameworks
|
||||
|
||||
The following is a list of frameworks to design or run neural networks.
|
||||
|
||||
- [PyTorch](/wiki/programming_language/python.md#pytorch)
|
||||
- [Tensorflow](/wiki/programming_language/python.md#tensorflow)
|
||||
|
||||
## Neural Network Accelerators
|
||||
|
||||
Neural network accelerators are devices to run neural networks by inference.
|
||||
The following is a list of possible devices.
|
||||
|
||||
- [Raspberry Pi AI Hat+](/wiki/linux/raspberry_pi.md#ai-hat) is a standalone accelerator which
|
||||
directly attaches to a [Raspberry Pi](/wiki/linux/raspberry_pi.md) via the GPIO header.
|
||||
- [ESP32S3](/wiki/microcontroller.md#esp32) is a self-contained microcontroller by Seeed with
|
||||
integrated AI acceleration.
|
||||
It does not need an external connection and is especially useful when a small form-factor is
|
||||
needed.
|
||||
- Google Coral Edge TPU is a USB-connected accelerator that is not embedded in the host system.
|
||||
@@ -162,6 +162,8 @@ This flag is to be used with care.
|
||||
### PyTorch
|
||||
|
||||
This section addresses the [PyTorch module](https://pytorch.org/).
|
||||
Pytorch is a machine learning resource which is often used for
|
||||
[neural networks](/wiki/neural_network.md).
|
||||
|
||||
#### Setup Pytorch with Cuda for GPU usage
|
||||
|
||||
@@ -190,6 +192,8 @@ This should give back `True`.
|
||||
### TensorFlow
|
||||
|
||||
This section addresses the [TensorFlow module](https://www.tensorflow.org/).
|
||||
Tensorflos is a machine learning resource which is often used for
|
||||
[neural networks](/wiki/neural_network.md).
|
||||
|
||||
#### Basic Usage of TensorFlow
|
||||
|
||||
|
||||
Reference in New Issue
Block a user