/Surgical_instruments_app

Deployment of model that detects and identifies 15 classes of surgical instruments.

Primary LanguagePythonMIT LicenseMIT

Surgical_instruments_app

Deployment of model that detects and identifies 15 classes of surgical instruments.

Dataset and Modelling:

Please refer to: https://github.com/yrodriguezmd/Surgical_instruments

The model file is not included here due to size limitations, but is uploaded in Spaces.

Deployment:

The VFNet model that was fine-tuned (mAP 82.6) was deployed using the HuggingFace/ Spaces interface:

https://huggingface.co/spaces/yrodriguezmd/Surgical_instruments_app

Screen Shot 2021-12-06 at 12 44 16 PM

Acknowledgements:

Support was received from the IceVision community and from https://github.com/dnth -- thank you!