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||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "num-rational" |
||||||
|
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||||||
|
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||||||
|
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||||||
|
dependencies = [ |
||||||
|
"autocfg", |
||||||
|
"num-integer", |
||||||
|
"num-traits", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "num-traits" |
||||||
|
version = "0.2.17" |
||||||
|
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||||||
|
checksum = "39e3200413f237f41ab11ad6d161bc7239c84dcb631773ccd7de3dfe4b5c267c" |
||||||
|
dependencies = [ |
||||||
|
"autocfg", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "once_cell" |
||||||
|
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||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "dd8b5dd2ae5ed71462c540258bedcb51965123ad7e7ccf4b9a8cafaa4a63576d" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "proc-macro2" |
||||||
|
version = "1.0.70" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "39278fbbf5fb4f646ce651690877f89d1c5811a3d4acb27700c1cb3cdb78fd3b" |
||||||
|
dependencies = [ |
||||||
|
"unicode-ident", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "quote" |
||||||
|
version = "1.0.33" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "5267fca4496028628a95160fc423a33e8b2e6af8a5302579e322e4b520293cae" |
||||||
|
dependencies = [ |
||||||
|
"proc-macro2", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "rayon" |
||||||
|
version = "1.8.0" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "9c27db03db7734835b3f53954b534c91069375ce6ccaa2e065441e07d9b6cdb1" |
||||||
|
dependencies = [ |
||||||
|
"either", |
||||||
|
"rayon-core", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "rayon-core" |
||||||
|
version = "1.12.0" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "5ce3fb6ad83f861aac485e76e1985cd109d9a3713802152be56c3b1f0e0658ed" |
||||||
|
dependencies = [ |
||||||
|
"crossbeam-deque", |
||||||
|
"crossbeam-utils", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "regex" |
||||||
|
version = "1.10.2" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "380b951a9c5e80ddfd6136919eef32310721aa4aacd4889a8d39124b026ab343" |
||||||
|
dependencies = [ |
||||||
|
"aho-corasick", |
||||||
|
"memchr", |
||||||
|
"regex-automata", |
||||||
|
"regex-syntax", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "regex-automata" |
||||||
|
version = "0.4.3" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "5f804c7828047e88b2d32e2d7fe5a105da8ee3264f01902f796c8e067dc2483f" |
||||||
|
dependencies = [ |
||||||
|
"aho-corasick", |
||||||
|
"memchr", |
||||||
|
"regex-syntax", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "regex-syntax" |
||||||
|
version = "0.8.2" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "c08c74e62047bb2de4ff487b251e4a92e24f48745648451635cec7d591162d9f" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "rustix" |
||||||
|
version = "0.38.25" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "dc99bc2d4f1fed22595588a013687477aedf3cdcfb26558c559edb67b4d9b22e" |
||||||
|
dependencies = [ |
||||||
|
"bitflags", |
||||||
|
"errno", |
||||||
|
"libc", |
||||||
|
"linux-raw-sys", |
||||||
|
"windows-sys", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "scopeguard" |
||||||
|
version = "1.2.0" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "strsim" |
||||||
|
version = "0.10.0" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "73473c0e59e6d5812c5dfe2a064a6444949f089e20eec9a2e5506596494e4623" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "syn" |
||||||
|
version = "2.0.39" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "23e78b90f2fcf45d3e842032ce32e3f2d1545ba6636271dcbf24fa306d87be7a" |
||||||
|
dependencies = [ |
||||||
|
"proc-macro2", |
||||||
|
"quote", |
||||||
|
"unicode-ident", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "termcolor" |
||||||
|
version = "1.4.0" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "ff1bc3d3f05aff0403e8ac0d92ced918ec05b666a43f83297ccef5bea8a3d449" |
||||||
|
dependencies = [ |
||||||
|
"winapi-util", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "unicode-ident" |
||||||
|
version = "1.0.12" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "utf8parse" |
||||||
|
version = "0.2.1" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "711b9620af191e0cdc7468a8d14e709c3dcdb115b36f838e601583af800a370a" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "wasm-bindgen" |
||||||
|
version = "0.2.88" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "7daec296f25a1bae309c0cd5c29c4b260e510e6d813c286b19eaadf409d40fce" |
||||||
|
dependencies = [ |
||||||
|
"cfg-if", |
||||||
|
"wasm-bindgen-macro", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "wasm-bindgen-backend" |
||||||
|
version = "0.2.88" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "e397f4664c0e4e428e8313a469aaa58310d302159845980fd23b0f22a847f217" |
||||||
|
dependencies = [ |
||||||
|
"bumpalo", |
||||||
|
"log", |
||||||
|
"once_cell", |
||||||
|
"proc-macro2", |
||||||
|
"quote", |
||||||
|
"syn", |
||||||
|
"wasm-bindgen-shared", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "wasm-bindgen-macro" |
||||||
|
version = "0.2.88" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "5961017b3b08ad5f3fe39f1e79877f8ee7c23c5e5fd5eb80de95abc41f1f16b2" |
||||||
|
dependencies = [ |
||||||
|
"quote", |
||||||
|
"wasm-bindgen-macro-support", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "wasm-bindgen-macro-support" |
||||||
|
version = "0.2.88" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "c5353b8dab669f5e10f5bd76df26a9360c748f054f862ff5f3f8aae0c7fb3907" |
||||||
|
dependencies = [ |
||||||
|
"proc-macro2", |
||||||
|
"quote", |
||||||
|
"syn", |
||||||
|
"wasm-bindgen-backend", |
||||||
|
"wasm-bindgen-shared", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "wasm-bindgen-shared" |
||||||
|
version = "0.2.88" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "0d046c5d029ba91a1ed14da14dca44b68bf2f124cfbaf741c54151fdb3e0750b" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "winapi" |
||||||
|
version = "0.3.9" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419" |
||||||
|
dependencies = [ |
||||||
|
"winapi-i686-pc-windows-gnu", |
||||||
|
"winapi-x86_64-pc-windows-gnu", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "winapi-i686-pc-windows-gnu" |
||||||
|
version = "0.4.0" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "winapi-util" |
||||||
|
version = "0.1.6" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "f29e6f9198ba0d26b4c9f07dbe6f9ed633e1f3d5b8b414090084349e46a52596" |
||||||
|
dependencies = [ |
||||||
|
"winapi", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "winapi-x86_64-pc-windows-gnu" |
||||||
|
version = "0.4.0" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows-core" |
||||||
|
version = "0.51.1" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "f1f8cf84f35d2db49a46868f947758c7a1138116f7fac3bc844f43ade1292e64" |
||||||
|
dependencies = [ |
||||||
|
"windows-targets", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows-sys" |
||||||
|
version = "0.48.0" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9" |
||||||
|
dependencies = [ |
||||||
|
"windows-targets", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows-targets" |
||||||
|
version = "0.48.5" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c" |
||||||
|
dependencies = [ |
||||||
|
"windows_aarch64_gnullvm", |
||||||
|
"windows_aarch64_msvc", |
||||||
|
"windows_i686_gnu", |
||||||
|
"windows_i686_msvc", |
||||||
|
"windows_x86_64_gnu", |
||||||
|
"windows_x86_64_gnullvm", |
||||||
|
"windows_x86_64_msvc", |
||||||
|
] |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows_aarch64_gnullvm" |
||||||
|
version = "0.48.5" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows_aarch64_msvc" |
||||||
|
version = "0.48.5" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows_i686_gnu" |
||||||
|
version = "0.48.5" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows_i686_msvc" |
||||||
|
version = "0.48.5" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows_x86_64_gnu" |
||||||
|
version = "0.48.5" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows_x86_64_gnullvm" |
||||||
|
version = "0.48.5" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc" |
||||||
|
|
||||||
|
[[package]] |
||||||
|
name = "windows_x86_64_msvc" |
||||||
|
version = "0.48.5" |
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index" |
||||||
|
checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538" |
||||||
@ -0,0 +1,14 @@ |
|||||||
|
[package] |
||||||
|
name = "krmdet" |
||||||
|
version = "0.1.0" |
||||||
|
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" |
||||||
@ -0,0 +1,2 @@ |
|||||||
|
* |
||||||
|
!.gitignore |
||||||
@ -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<Utc> { |
||||||
|
chrono::DateTime::<Utc>::from_naive_utc_and_offset(NaiveDateTime::from_timestamp_opt(ts, 0) |
||||||
|
.expect("Bad timestamp"), Utc) |
||||||
|
} |
||||||
Loading…
Reference in new issue