https://github.com/tiagordc/yolo-detection-api

Generic image detection API with OCR for tiagorcdocker/yolo-detection-api
https://github.com/tiagordc/yolo-detection-api

azure-cosmos-db azure-storage computer-vision docker ocr tensorflow tesseract-ocr yolov3

Last synced: 12 days ago
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Generic image detection API with OCR for tiagorcdocker/yolo-detection-api

• Host: GitHub
• URL: https://github.com/tiagordc/yolo-detection-api
• Owner: tiagordc
• Created: 2020-04-23T08:45:54.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2021-05-21T16:24:09.000Z (over 3 years ago)
• Last Synced: 2023-03-03T00:33:38.695Z (almost 2 years ago)
• Topics: azure-cosmos-db, azure-storage, computer-vision, docker, ocr, tensorflow, tesseract-ocr, yolov3
• Language: Python
• Homepage:
• Size: 63.5 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# yolo-detection-api

Object detection API with OCR (optional) based in a given trained model

Also using Azure optionally to:

 * Store the tensorflow model

 * Store images and predictions

 * API key authorization

## Setup (Windows)

```console

py -3.7 -m venv env

env\scripts\activate

py -m pip install --upgrade pip

pip install -r requirements.txt

```

## References

 * https://www.youtube.com/watch?v=_UqmgHKdntU

 * https://github.com/theAIGuysCode/Object-Detection-API

 

## Docker cheat sheet

Build:

 * docker build -t yolo-detection-api .

Run:

 * docker run -d -p 80:5000 --env-file ./.env yolo-detection-api

Push:

 * https://ropenscilabs.github.io/r-docker-tutorial/04-Dockerhub.html