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+edition = "2021" + +# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html + +[dependencies] +image = { version = "0.24.7", default-features = false, features = ["jpeg", "jpeg_rayon"] } + +clap = "4.4.7" +log = "0.4.20" +env_logger = "0.10.0" +chrono = "0.4.31" diff --git a/birds/.gitignore b/birds/.gitignore new file mode 100644 index 0000000..d6b7ef3 --- /dev/null +++ b/birds/.gitignore @@ -0,0 +1,2 @@ +* +!.gitignore diff --git a/src/main.rs b/src/main.rs new file mode 100644 index 0000000..c9ef6de --- /dev/null +++ b/src/main.rs @@ -0,0 +1,112 @@ +use std::os::unix::fs::MetadataExt; +use std::path::PathBuf; +use chrono::{NaiveDateTime, Utc}; +use image::{GenericImageView, Pixel}; +use log::{debug, error, info}; + +fn main() { + open_and_reduce_img(); +} + + +const FOLDER_WITH_IMAGES : &str = "../2/"; + +const FOLDER_OUTPUT : &str = "birds"; + +const THUMB_W : usize = 12; +const THUMB_H : usize = 8; + +const THRESHOLD_DEVIATION : u32 = 500; + +fn open_and_reduce_img() { + env_logger::init_from_env("LOGGING"); + + info!("Bird finder starts"); + + let paths = std::fs::read_dir(FOLDER_WITH_IMAGES).unwrap(); + + let mut crops = vec![]; + let mut thumbs = vec![]; + let mut timestamps = vec![]; + + info!("Loading files"); + for dir_entry in paths { + let Ok(dir_entry) = dir_entry else { continue; }; + let Ok(meta) = dir_entry.metadata() else { continue; }; + if !meta.is_file() { + continue; + } + + timestamps.push(meta.ctime()); + + debug!("{}", dir_entry.path().display()); + + let img = image::open(dir_entry.path()).unwrap(); + let crop = img.crop_imm(1872, 1329, 1000, 750); + let thumb = crop.thumbnail(THUMB_W as u32, THUMB_H as u32); + + crops.push(crop); + + let mut thumb_ar = [0u8; THUMB_H * THUMB_W]; + for y in 0..thumb.height() { + for x in 0..thumb.width() { + thumb_ar[(y * thumb.width() + x) as usize] = thumb.get_pixel(x, y).to_luma().0[0]; + } + } + + thumbs.push(thumb_ar); + } + + info!("Computing digests & medians"); + let mut transposed = vec![]; + for thumb in thumbs.iter() { + for (b, item) in thumb.iter().enumerate() { + if transposed.len() <= b { + transposed.push(vec![]); + } + transposed[b].push(*item); + } + } + + let mut medians = [0; THUMB_H * THUMB_W]; + + for (a, column) in transposed.iter().enumerate() { + medians[a] = column[column.len() / 2]; // approximately median ... + } + + debug!("Medians: {:?}", medians); + + info!("Finding deviations"); + for (thumb_num, thumb) in thumbs.iter().enumerate() { + let deviation = thumb.iter().zip(medians.iter()) + .map(|(a, b)| (*a as i16 - *b as i16).abs() as u32).fold(0u32, |a, b| a + b); + + debug!("Thumb {thumb_num} summary diff from median is: {deviation}"); + + if deviation > THRESHOLD_DEVIATION { + info!("LIKELY BIRD!!!! in picture #{thumb_num}"); + + let datetime = parse_unix_ts(timestamps[thumb_num]).format("%Y-%m-%d_%H-%M-%S"); + let path = format!("{}/{}.jpg", FOLDER_OUTPUT, datetime); + let mut pb = PathBuf::from(path); + let mut cnt = 2; + while pb.exists() { + pb.set_file_name(format!("{}-{cnt}.jpg", datetime)); + cnt += 1; + } + + if let Err(e) = crops[thumb_num].save(pb) { + error!("Fail to save pic: {e}"); + } + } + } + + + // crop.save(format!("{}/{}", FOLDER_OUTPUT, dir_entry.file_name().to_string_lossy())).unwrap(); + // thumb.save(format!("{}/th-{}", FOLDER_OUTPUT, dir_entry.file_name().to_string_lossy())).unwrap(); +} + +fn parse_unix_ts(ts: i64) -> chrono::DateTime { + chrono::DateTime::::from_naive_utc_and_offset(NaiveDateTime::from_timestamp_opt(ts, 0) + .expect("Bad timestamp"), Utc) +}