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--- | ||
name: Release | ||
on: | ||
push: | ||
tags: | ||
- "v*" | ||
jobs: | ||
build: | ||
strategy: | ||
matrix: | ||
os: [ubuntu-latest, macos-latest] | ||
rust: [stable] | ||
permissions: | ||
contents: write | ||
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runs-on: ${{ matrix.os }} | ||
steps: | ||
- name: Checkout | ||
uses: actions/checkout@master | ||
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- name: Install just | ||
uses: taiki-e/install-action@just | ||
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- uses: dtolnay/rust-toolchain@stable | ||
with: | ||
toolchain: stable | ||
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- name: Setup build env for Linux | ||
if: matrix.os == 'ubuntu-latest' | ||
run: | | ||
sudo apt update | ||
sudo apt install -y musl-tools perl libssl-dev make | ||
rustup target add x86_64-unknown-linux-musl | ||
- name: Build for Linux | ||
if: matrix.os == 'ubuntu-latest' | ||
run: | | ||
just build-release-linux | ||
cp target/x86_64-unknown-linux-musl/release/ova ova-x86_64-linux-musl | ||
- name: Build for macos | ||
if: matrix.os == 'macos-latest' | ||
run: | | ||
rustup target add aarch64-apple-darwin | ||
just build-release-macos | ||
cp target/x86_64-apple-darwin/release/ova ova-x86_64-macos | ||
cp target/aarch64-apple-darwin/release/ova ova-aarch64-macos | ||
- name: Extract release notes | ||
if: matrix.os == 'ubuntu-latest' | ||
id: release_notes | ||
uses: ffurrer2/extract-release-notes@v1 | ||
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||
- name: Release | ||
uses: softprops/action-gh-release@v1 | ||
with: | ||
body: ${{ steps.release_notes.outputs.release_notes }} | ||
files: "ova*" | ||
env: | ||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} |
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--- | ||
name: CI | ||
on: | ||
pull_request: | ||
push: | ||
branches: | ||
- "*" | ||
jobs: | ||
test: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- uses: actions/checkout@v4 | ||
- uses: taiki-e/install-action@just | ||
- uses: dtolnay/rust-toolchain@stable | ||
with: | ||
toolchain: stable | ||
components: clippy rustfmt | ||
|
||
- name: Install nextest | ||
uses: taiki-e/install-action@nextest | ||
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||
- name: Linting | ||
run: just lint | ||
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||
- name: Tests | ||
run: just test | ||
|
||
- name: Debug builds | ||
run: just build |
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/target | ||
/output | ||
docs.md | ||
Cargo.lock |
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# Changelog | ||
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All notable changes to this project will be documented in this file. | ||
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), | ||
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## [0.1] 19/11/2023 | ||
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First release 🎉 |
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[package] | ||
name = "ova" | ||
version = "0.1.0" | ||
edition = "2021" | ||
authors = ["pythops <[email protected]>"] | ||
description = "OpenVisionAPI client" | ||
readme = "README.md" | ||
homepage = "https://openvisionapi.com" | ||
repository = "https://github.com/openvisionapi/ova" | ||
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[dependencies] | ||
reqwest = { version = "0.11", default-features = false, features = [ | ||
"json", | ||
"blocking", | ||
"multipart", | ||
"rustls-tls", | ||
] } | ||
clap = { version = "4", features = ["derive", "cargo"] } | ||
serde = { version = "1", features = ["derive"] } | ||
imageproc = "0.23" | ||
image = "0.24" | ||
serde_json = "1" | ||
strum = { version = "0.25", features = ["derive"] } | ||
anyhow = "1" | ||
rand = "0.8" | ||
rusttype = "0.9" | ||
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[dev-dependencies] | ||
assert_cmd = "2" | ||
mockito = "1" | ||
pretty_assertions = "1" |
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default: | ||
@just --list | ||
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||
test: | ||
@cargo nextest run | ||
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lint: | ||
@cargo clippy --workspace --all-features -- -D warnings | ||
@cargo fmt --all -- --check | ||
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build: | ||
@cargo build | ||
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build-release: | ||
@cargo build --release | ||
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update: | ||
@cargo upgrade | ||
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||
build-release-linux: | ||
@cargo build --release --target=x86_64-unknown-linux-musl | ||
@strip target/x86_64-unknown-linux-musl/release/ova | ||
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||
build-release-macos: | ||
@cargo build --release --target=x86_64-apple-darwin | ||
@cargo build --release --target=aarch64-apple-darwin |
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<div align="center"> | ||
<h1> OpenVisionAPI Client </h1> | ||
</div> | ||
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## 📦 Setup | ||
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### Binary releases | ||
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You can download the prebuilt binaries from the [release page](https://github.com/openvisionapi/ova/releases) | ||
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### Build from source | ||
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To build from the source, you need [Rust](https://www.rust-lang.org/) compiler and | ||
[Cargo package manager](https://doc.rust-lang.org/cargo/). | ||
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Once Rust and Cargo are installed, run the following command to build: | ||
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```bash | ||
$ cargo build --release | ||
``` | ||
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This will produce an executable file at `target/release/ova` that you can copy to a directory in your `$PATH`. | ||
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## 🚀 Usage | ||
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Print the API response in a pretty formatted json : | ||
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```bash | ||
$ ova detection -i /path/to/image | ||
``` | ||
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Draw boxes on the detected objects: | ||
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```bash | ||
$ ova detection -v -i /path/to/image | ||
``` | ||
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## ⚙️ Configuration | ||
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The configuration can be set up using the following environment variables: | ||
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**OVA_DETECTION_URL** : The URL to the OpenVisionAPI server. The default is `https://api.openvisionapi.com/api/v1/detection` | ||
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**OVA_OUTPUT_DIR** : The directory where to store the image. The default is `./output` | ||
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## 🤝 Contributing | ||
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Your contributions are welcome ! | ||
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## ⚖️ License | ||
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AGPLv3 |
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use clap::{arg, ArgAction, Command}; | ||
use std::path::PathBuf; | ||
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pub fn cli() -> Command { | ||
Command::new("ova") | ||
.about("OVA Client CLI") | ||
.subcommand_required(true) | ||
.subcommand( | ||
Command::new("detection") | ||
.about("Object Detection") | ||
.arg( | ||
arg!(--image <image>) | ||
.short('i') | ||
.required(true) | ||
.help("path to image file") | ||
.value_parser(clap::value_parser!(PathBuf)), | ||
) | ||
.arg( | ||
arg!(--visualize) | ||
.short('v') | ||
.help("Draw boxes on the detected objects") | ||
.action(ArgAction::SetTrue) | ||
.required(false), | ||
), | ||
) | ||
} |
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use anyhow::Result; | ||
use serde::{Deserialize, Serialize}; | ||
use std::{env, fs, path::PathBuf}; | ||
use strum::Display; | ||
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#[derive(Deserialize, Debug)] | ||
pub struct Config { | ||
pub detection: Detection, | ||
pub output_dir: PathBuf, | ||
} | ||
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#[derive(Deserialize, Debug)] | ||
pub struct Detection { | ||
pub url: String, | ||
pub model: DetectionModel, | ||
} | ||
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#[derive(Deserialize, Serialize, Debug, Display)] | ||
pub enum DetectionModel { | ||
#[strum(serialize = "yolov4")] | ||
YOLOV4, | ||
} | ||
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impl Config { | ||
pub fn load() -> Result<Self> { | ||
let detection = Detection { | ||
url: env::var("OVA_DETECTION_URL") | ||
.unwrap_or("https://api.openvisionapi.com/api/v1/detection".into()), | ||
model: DetectionModel::YOLOV4, | ||
}; | ||
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let output_dir = PathBuf::from(env::var("OVA_OUTPUT_DIR").unwrap_or("output".to_string())); | ||
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fs::create_dir_all(&output_dir)?; | ||
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Ok(Self { | ||
detection, | ||
output_dir, | ||
}) | ||
} | ||
} |
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use crate::config::Detection as DetectionConfig; | ||
use anyhow::Result; | ||
use reqwest::blocking::multipart; | ||
use serde::{Deserialize, Serialize}; | ||
use std::path::PathBuf; | ||
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#[derive(Debug, Deserialize, Serialize)] | ||
pub struct Detection { | ||
pub description: String, | ||
pub predictions: Vec<Predicition>, | ||
} | ||
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#[derive(Debug, Deserialize, Serialize)] | ||
pub struct Predicition { | ||
pub bbox: Bbox, | ||
pub label: String, | ||
pub score: String, | ||
} | ||
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#[derive(Debug, Deserialize, Serialize)] | ||
pub struct Bbox { | ||
pub x1: u16, | ||
pub x2: u16, | ||
pub y1: u16, | ||
pub y2: u16, | ||
} | ||
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pub fn detect(im: &PathBuf, config: &DetectionConfig) -> Result<Detection> { | ||
let client = reqwest::blocking::Client::new(); | ||
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let url = &config.url; | ||
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let files = multipart::Form::new() | ||
.file("image", im)? | ||
.part("model", multipart::Part::text(config.model.to_string())); | ||
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let response: Detection = client | ||
.post(url) | ||
.multipart(files) | ||
.send()? | ||
.json::<Detection>()?; | ||
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Ok(response) | ||
} |
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use crate::detection::Detection; | ||
use image::Pixel; | ||
use image::Rgba; | ||
use image::RgbaImage; | ||
use imageproc::drawing::draw_text_mut; | ||
use rusttype::{Font, Scale}; | ||
use std::collections::{HashMap, HashSet}; | ||
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pub fn draw(im: &mut RgbaImage, detection: Detection) { | ||
let labels: HashSet<String> = detection | ||
.predictions | ||
.iter() | ||
.map(|p| p.label.clone()) | ||
.collect(); | ||
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let mut colors = HashMap::new(); | ||
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for label in labels { | ||
colors.entry(label).or_insert_with(|| { | ||
Rgba([ | ||
rand::random::<u8>(), | ||
rand::random::<u8>(), | ||
rand::random::<u8>(), | ||
64u8, | ||
]) | ||
}); | ||
} | ||
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for prediction in detection.predictions { | ||
let bbox = prediction.bbox; | ||
let label = prediction.label; | ||
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for x in bbox.x1..bbox.x2 + 1 { | ||
for y in bbox.y1..bbox.y2 + 1 { | ||
let pixel = im.get_pixel_mut(x as u32, y as u32); | ||
pixel.blend(&colors[&label]); | ||
} | ||
} | ||
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draw_text_mut( | ||
im, | ||
colors[&label], | ||
bbox.x1.into(), | ||
(bbox.y1 - 16).into(), | ||
Scale::uniform(20.0), | ||
&Font::try_from_bytes(include_bytes!("../font/Montserrat-Regular.ttf")).unwrap(), | ||
label.as_str(), | ||
); | ||
} | ||
} |
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pub mod cli; | ||
pub mod config; | ||
pub mod detection; | ||
pub mod drawing; |
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