https://github.com/mwksolution/object-detector-atls
Object detection from jpeg images: cars
https://github.com/mwksolution/object-detector-atls
dash docker pytorch torchvision
Last synced: about 2 months ago
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Object detection from jpeg images: cars
- Host: GitHub
- URL: https://github.com/mwksolution/object-detector-atls
- Owner: MWKSolution
- Created: 2022-07-07T16:46:53.000Z (almost 4 years ago)
- Default Branch: master
- Last Pushed: 2023-01-03T16:23:21.000Z (over 3 years ago)
- Last Synced: 2025-03-01T00:12:14.788Z (over 1 year ago)
- Topics: dash, docker, pytorch, torchvision
- Language: Python
- Homepage:
- Size: 523 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Detecting cars on images (JPEG)
---
Example app showing cars (*cars, trucks and buses*) detection on jpeg images.
It uses standard **resnet50_fpn** model from **torchvision** library of **PyTorch**.
It could be deployed with Docker file but this will work when container is started with root privileges.
When You start Docker container without root privileges see *mogenius* branch of this repository which is version of this app for such a case.
Working example of this app could be seen at:
https://car-detector-prod-object-detector-fgvx4s.mo2.mogenius.io/
