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: 3 months 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 (about 6 years ago)
- Default Branch: master
- Last Pushed: 2021-05-21T16:24:09.000Z (about 5 years ago)
- Last Synced: 2025-03-30T04:23:23.031Z (over 1 year 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: 1
- 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