Dev tools · alternatives · 2026
24 alternatives to Deconvolution – a Rust image deconvolution and restoration crate
I've been working on deconvolution, a comprehensive Rust image deconvolution and restoration library. Deconvolution implements 28 different image deconvolution/restoration methods which range from practical blur removal techniques to research-grade scientific imaging algorithms. Features: - Top-level functions use image::DynamicImage and return images - Inverse filters, Wiener, Richardson-Lucy, constrained, proximal, Krylov, MLE restoration - Blind Richardson-Lucy, blind maximum likelihood, parametric PSF estimation - Kernel2D, Kernel3D, Transfer2D, Transfer3D, Blur2D/Blur3D -…
Deconvolution is a Rust library providing 28 image deconvolution and restoration methods for removing blur and restoring image quality. It serves developers and researchers working with image processing, from practical… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
- 1
2020 · paytonturnage.gitbook.io · its alternatives →
- 2
This little project came about because I kept running into the same problem: cleanly differentiating sensor data before doing analysis. There are a ton of ways to solve this problem, I've always personally been a fan of using kalman filters for the job as its easy to get the double whammy of resampling/upsampling to a fixed consistent rate and also smoothing/outlier rejection. I wrote a little numpy only bayesian filtering/smoothing library recently (https://github.com/hugohadfield/bayesfilter/) so this felt like a fun and very useful first thing to…
2024 · github.com · its alternatives →
- 3
Increase image resolution up to 4x with our free AI tool
2022 · upscale.media · its alternatives →
- 4
Detect source resolution of upscaled images and videos - 0x09/resdet
2016 · github.com · its alternatives →
- 5
Restore and repair photos with AI. Remove scratches, sharpen colors, and enhance faces in seconds. Our picture restoration service repairs both color photos and black & white ones.
2020 · hotpot.ai · its alternatives →
- 6
tl;dr we built an embeddable stream processing engine in Rust using apache DataFusion, check us out at https://github.com/probably-nothing-labs/denormalized Hey HN, We’d like to showcase a very early version of our embeddable stream processing engine called Denormalized. The rise of DuckDB has abundantly made it clear that even for many workloads of Terabyte scale, a single node system outshines the distributed query engines of previous generation such as Spark, Snowflake etc in terms of both performance and cost. Now a lot of workloads DuckDB is used for were normally…
2024 · github.com · its alternatives →
- 7TI
2017 · pippy360.github.io · its alternatives →
- 8
Alto AI▲79Turn blurry photos into clear HD ones in seconds
2022 · apps.apple.com · its alternatives →
- 9
Creating high-quality scientific figures can be time-consuming and challenging, even though sketching ideas on paper is relatively easy. Furthermore, recreating existing figures that are not stored in formats preserving semantic information is equally complex. To tackle this problem, we introduce DeTikZify, a novel multimodal language model that automatically synthesizes scientific figures as semantics-preserving TikZ graphics programs based on sketches and existing figures. We also introduce a Monte Carlo Tree Search-based inference algorithm that enables DeTikZify to iteratively refine its…
2024 · github.com · its alternatives →
- 10
Upscale images unlimitedly on your mac for free
2025 · apps.apple.com · its alternatives →
- 11
Lucky imaging library. Contribute to GreatAttractor/libskry_r development by creating an account on GitHub.
2017 · github.com · its alternatives →
- 12
Free way to remove scratches, sharpen colors, and fix photos
2021 · hotpot.ai · its alternatives →
- 13
Alternative to magic.h and infer. Zero dependencies. Fully extensible. Works in no_std, async, and embedded contexts.
2025 · crates.io · its alternatives →
- 14
Monte Carlo ray tracer developed using Rust. Contribute to Dalamar42/rayt development by creating an account on GitHub.
2020 · github.com · its alternatives →
- 15
JS Image Carver▲152Content-aware image resizer and object remover
2021 · trekhleb.dev · its alternatives →
- 16
I wrote libcorrect in C in 2016 and wanted to revisit it in Rust. Instead of doing just a direct conversion, I went down the rabbit hole of making Rust's std::simd work for me. I ended up with a templated, generic Viterbi decoder for convolutional codes that dispatches the decode at runtime depending on which instruction sets are available. For small rates and orders, the entire decode lives in registers. Larger codes work through memory but take advantage of some acceleration structures. I also spent some time building a tool to find optimal (max d_free) conv codes for a given rate and…
Aug 2026 · github.com · its alternatives →
- 17
Converts images into textual line art. Contribute to lf94/img2utf development by creating an account on GitHub.
2021 · github.com · its alternatives →
- 18
Arm neon optimization practice. Contribute to Ldpe2G/ArmNeonOptimization development by creating an account on GitHub.
2019 · github.com · its alternatives →
- 19
SIMD noise library for Rust. Contribute to verpeteren/rust-simd-noise development by creating an account on GitHub.
2018 · github.com · its alternatives →
- 20
I built a Rust-powered Wavelet Matrix library for Python. There were surprisingly few practical Wavelet Matrix implementations available for Python, so I implemented one with a focus on performance, usability, and typed APIs. It supports fast rank/select, top-k, quantile, range queries, and even dynamic updates. Feedback welcome!
Dec 2025 · pypi.org · its alternatives →
- 21
An open source "Rust ↦ WASM, k-Means Color Quantization" crate for Image-to-Pixel-Art conversions in the browser - gametorch/image_to_pixel_art_wasm
2025 · github.com · its alternatives →
- 22
Author here. OxiMedia is a clean-room reconstruction of FFmpeg and OpenCV in pure Rust. v0.1.0, 92 crates, ~1.36M lines. Key decisions: `#![forbid(unsafe_code)]` workspace-wide, patent-free codecs only (AV1/VP9/Opus/FLAC -- no H.264/H.265/AAC ever), async on Tokio, zero C/Fortran deps in default features, native WASM target. This is v0.1.0 -- APIs are stabilized but not yet battle-tested at scale. Performance benchmarks vs FFmpeg/rav1e/dav1d coming soon. Feedback on API design welcome, especially the filter graph and transcoding pipeline. GitHub:…
Mar 2026 · github.com · its alternatives →
- 23
Header only image resampling in C++. Contribute to ramenhut/single-header-image-resampler development by creating an account on GitHub.
2019 · github.com · its alternatives →
- 24
2015 · github.com · its alternatives →
Also compare
- Write generative fine art in Rust alternatives
- Automated smooth Nth order derivatives of noisy data alternatives
- AI Image Upscaler by Upscale.media alternatives
- Detect upsampling in images alternatives
- Deep learning tool that repairs damaged/faded photos alternatives
- Denormalized – Embeddable Stream Processing in Rust and DataFusion alternatives
Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →