https://github.com/silvio2402/electrai

ElectrAI is a Tensorflow AI for detecting electronic components such as resistors.
https://github.com/silvio2402/electrai

ai colab-notebook efficientdet modelmaker tensorflow

Last synced: 11 months ago
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ElectrAI is a Tensorflow AI for detecting electronic components such as resistors.

• Host: GitHub
• URL: https://github.com/silvio2402/electrai
• Owner: silvio2402
• Created: 2022-07-16T17:24:26.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2022-07-16T20:47:28.000Z (over 3 years ago)
• Last Synced: 2025-01-26T02:52:16.470Z (about 1 year ago)
• Topics: ai, colab-notebook, efficientdet, modelmaker, tensorflow
• Homepage:
• Size: 32.3 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# ElectrAI

ElectrAI is an AI for detecting electronic components such as resistors.


[Tensorflow's Colaboratory Notebook](https://colab.research.google.com/github/khanhlvg/tflite_raspberry_pi/blob/main/object_detection/Train_custom_model_tutorial.ipynb) was used as a template to this one.

### Capability

Unfortunately, this model isn't good at doing its job at all. This could be due to the limited dataset or processing power.


Disclaimer: the following image and its detection parameters are cherry-picked.

![Detection example](docs/IMG_1749_example.png)

### Try it out

You can experiment and try it out yourself in [this Colab Notebook](https://colab.research.google.com/drive/1CR18fFD7r2XEHgFH00uNEu4eELxWT0Q7?usp=sharing).


If it isn't available anymore you can import [this file](colab/Model%20Maker%20Object%20Detection%20for%20Electrical%20Components) directly to Google Colaboratory.

### Use cases

- Scanner/detection app

- Product quality control/verification