Deploy-yolov6-Flask

Future work:

• Deploy on Heroku: Failed (Not idea how to fix)
• Allow upload multiple files
• Allow upload mp4

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Instruction

• Create virtual environment (suggest using Anaconda): conda create --name <env-name> python=3.8
• Clone YOLOv6 github: git clone https://github.com/meituan/YOLOv6.git
• Download pretrained weight file: https://github.com/meituan/YOLOv6#benchmark
• Install required libraries: pip install -r requirements.txt

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Video Walkthrough

Here's a walkthrough of implemented features:

GIF created with ScreenToGif ver.2.37 portable (x64).

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Error log when deploying heroku

• 2022-08-15T03:53:51.606668+00:00 app[web.1]: [2022-08-15 03:53:51 +0000] [4] [WARNING] Worker with pid 10 was terminated due to signal 15
• 2022-08-15T03:53:51.613438+00:00 heroku[router]: at=error code=H13 desc="Connection closed without response" method=GET path="/" host=yolo6-on-flask.herokuapp.com request_id=865d6e02-56ab-4f38-b31b-d3c653c34179 fwd="104.28.213.54" dyno=web.1 connect=0ms service=11ms status=503 bytes=0 protocol=https
• 2022-08-15T03:53:51.704215+00:00 app[web.1]: [2022-08-15 03:53:51 +0000] [4] [INFO] Shutting down: Master
• 2022-08-15T03:53:51.704284+00:00 app[web.1]: [2022-08-15 03:53:51 +0000] [4] [INFO] Reason: Worker failed to boot.
• 2022-08-15T03:53:51.857145+00:00 heroku[web.1]: Process exited with status 3
• 2022-08-15T03:53:52.030370+00:00 heroku[web.1]: State changed from up to crashed
• 2022-08-15T03:53:56.995723+00:00 heroku[router]: at=error code=H10 desc="App crashed" method=GET path="/favicon.ico" host=yolo6-on-flask.herokuapp.com request_id=8b8c72a4-3689-4378-a575-47cf3b2444b5 fwd="104.28.213.54" dyno=web.1 connect=5000ms service= status=503 bytes= protocol=https
• 2022-08-15T03:54:14.479027+00:00 heroku[router]: at=error code=H10 desc="App crashed" method=GET path="/" host=yolo6-on-flask.herokuapp.com request_id=e36efd8a-43b6-4f3e-a120-65c174a251bb fwd="104.28.213.54" dyno= connect= service= status=503 bytes= protocol=https
• 2022-08-15T03:54:15.031981+00:00 heroku[router]: at=error code=H10 desc="App crashed" method=GET path="/favicon.ico" host=yolo6-on-flask.herokuapp.com request_id=6cf9199a-9ce8-4b84-b234-f4da3e78aae8 fwd="104.28.213.54" dyno= connect= service= status=503 bytes= protocol=https
• 2022-08-15T03:54:31.000000+00:00 app[api]: Build succeeded

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