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Updating README, adding presentation slides, and MIT License
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MIT License | ||
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Copyright (c) 2019 Daniel Bank | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# offline-ml | ||
# Offline ML with Rust | ||
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Offline ML with Rust | ||
A simple REST API server built using the [gotham](https://gotham.rs/) web framework, [tract](https://github.com/snipsco/tract) for neural network inference, and [Rust](https://www.rust-lang.org/). | ||
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## Slide Deck | ||
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This project was created as a demo for an accompanying talk: **Offline ML with Rust**. The [slide deck](docs/offline-ml.pdf) is included in this repo in the `/docs` folder. | ||
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## Usage | ||
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Start the server by running `cargo run` | ||
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The API server listens for POST requests to the root endpoint with a body containing a serializable image (I've only tested with JPEGs). You can use cURL to upload images: | ||
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``` | ||
curl -i -X POST -F "image=@/Users/DanielBank/Desktop/grace_hopper.jpg" http://127.0.0.1:7878/ | ||
curl -i -X POST -F "image=@<IMAGE_PATH>" http://127.0.0.1:7878/ | ||
``` | ||
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## License | ||
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[MIT License](LICENSE) |
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