Computer vision 566 crates

robost-visionMulti-scale NCC template matching for desktop automation216MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-audio-analysis-recognitionDeterministic audio embeddings and similarity search for video-analysis.213MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-vector-analysis-coreDense vector validation and metrics for video-analysis.210MIT OR Apache-2.0AlgorithmsComputer vision nv-perceptionStage model, detection/track types, perception artifacts, and derived signals for the NextVision runtime.208MIT OR Apache-2.0Computer visionConcurrency moritzbrantner-text-model-runtimeShared tokenizer and native text model runtime traits for video-analysis.203MIT OR Apache-2.0AlgorithmsComputer vision jp_detectReal-time scene text detection using DBNet and an embedded ONNX model.198MITComputer visionMultimedia::Images tesseract-ocr-static-cSelf-contained, statically-built Tesseract OCR and Leptonica libraries.193Apache-2.0Computer visionExternal FFI bindings yscv-cpuCached host CPU identity and feature detection for yscv runtime dispatch192MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-math-linearDense matrix and kernel contracts bridging tensor-data and vector-analysis-core.187MIT OR Apache-2.0AlgorithmsComputer vision yscvRust computer vision and deep learning framework184MIT OR Apache-2.0AlgorithmsComputer vision ddddocrRust implementation of OCR for captcha recognition, ported from Python ddddocr182MITAPI bindingsComputer vision kreuzberg-candle-ocrCandle-based VLM OCR engines for Kreuzberg - pure-Rust transformer OCR (TrOCR, PaddleOCR-VL, GLM-OCR)175MITComputer visionText processing hotcocoRust implementation of pycocotools — COCO dataset API for object detection, segmentation, and keypoint evaluation173MITComputer visionScience freqshowA simple tool to visualize the frequency spectrum of an image using Rust.171Apache-2.0 OR MITComputer visionVisualization spatial-makerConvert 2D images and videos to stereoscopic 3D spatial content for Apple Vision Pro using AI depth estimation169MITComputer visionMultimedia::Images crystal-vkGraphics wrapper for Vulkan165GPL-3.0-or-later OR MITComputer visionGame development bevy_synth_uiUI plugin and catalog interactions for bevy_synth163MIT OR Apache-2.0Computer visionGraphics vision-calibration-detectCalibration-target feature detectors (chessboard, charuco, puzzleboard, ringgrid) with content-addressed cache163MITComputer vision ultralytics-template-rustUltralytics Rust project template showcasing a minimal library and binary layout.160AGPL-3.0-or-laterComputer visionDevelopment tools vision-calibration-datasetCanonical input-data manifest (DatasetSpec) for calibration-rs157MITComputer vision burn_autogazeAutoGaze inference, fixation traces, and crisp mask visualization for Burn150MIT OR Apache-2.0Computer visionScience footstep-trackerReal-time multi-person footstep detection on macOS using CoreML149MITComputer vision ruvector-cnnCNN feature extraction for image embeddings with SIMD acceleration148MITComputer visionScience ppocr-rsPP-OCRv6 + PP-DocLayoutV3 + SLANet_plus + RT-DETR-L + PP-LCNet in puro Rust su ort 2.0.0-rc.9. Fork di meibel-ai/paddle-ocr-rs…146Apache-2.0Computer visionScience opencv-rsHexagonal Rust wrapper over OpenCV I/O and image-processing primitives: ports, fakes, FFI adapters145MIT OR Apache-2.0API bindingsComputer vision vision-geometryShared geometric solvers: epipolar geometry, homography, triangulation, camera matrix143MITComputer vision reflow_cv_opsComputer-vision preprocessing actors for Reflow — resize, normalize, colorspace, letterbox.133MIT OR Apache-2.0Computer visionMultimedia::Images drissionRust 反检测浏览器自动化 + 内置验证码识别:ddddocr 离线 OCR 与图片滑块缺口距离(极验/顶象),默认 Google Chrome/CDP、可选 Camoufox/Firefox、自动过 Cloudflare 盾、高并发爬虫与 XHR…133non-standardAPI bindingsComputer vision wifi-densepose-bfldBFLD — Beamforming Feedback Layer for Detection. Privacy-gated WiFi BFI sensing primitives. See ADR-118.127MIT OR Apache-2.0Computer visionScience burn_reconstructionburn feed-forward gaussian splatting126MITComputer visionGraphics rapidocr-coreRust ONNX OCR core for RapidOCR-style detection, optional classification, and recognition pipelines125Apache-2.0Computer visionMultimedia::Images tesseract-55-rsSafe Rust bindings for Tesseract OCR 5.5 with built-in compilation of Tesseract + Leptonica. Exposes full word-level hierarchy…123MITComputer visionExternal FFI bindings nv-mediaGStreamer backend for the NextVision runtime — source management, decode, and zero-copy bridge.120MIT OR Apache-2.0Computer visionConcurrency nv-temporalTemporal state management — trajectories, motion features, continuity, and retention for the NextVision runtime.119MIT OR Apache-2.0Computer visionConcurrency tesseract5-rsHigh-level Rust OCR library built on top of tesseract-rs (Tesseract 5.5 + Leptonica 1.85). Provides ergonomic access to…119MITComputer visionText processing tesseract-ocr-staticErgonomic, self-contained, statically-built Rust interface for Tesseract OCR.117Apache-2.0API bindingsComputer vision vernier-cliCommand-line driver for the vernier evaluation library117MIT OR Apache-2.0Command line utilitiesComputer vision wifi-densepose-trainTraining pipeline for WiFi-DensePose pose estimation116MIT OR Apache-2.0Computer visionScience anima-tagger-taggerWD14-family ONNX image tagger used by anima-tagger.114MIT OR Apache-2.0Computer vision anima-tagger-captionerQwen3-VL ONNX image captioner used by anima-tagger, with an OpenAI-compatible HTTP backend as an alternative.114MIT OR Apache-2.0Computer vision oximedia-compat-cv2OpenCV cv2 API compatibility layer for OxiMedia — Pure Rust, BGR ordering, ~150 OpenCV constants113Apache-2.0Computer visionMultimedia::Images vernier-panopticPanoptic-quality (PQ) evaluation for the vernier evaluation library (ADR-0025)111MIT OR Apache-2.0Computer visionScience vernier-semanticSemantic-segmentation evaluation for the vernier evaluation library (ADR-0028)111MIT OR Apache-2.0Computer visionScience foveaA high-precision, type-safe computer vision library guaranteeing absolute image correctness at compile time109MITComputer visionGraphics moritzbrantner-math-sparse-dataSparse vector and matrix contracts for text, retrieval, and feature indexing.107MIT OR Apache-2.0AlgorithmsComputer vision rustorch-visionComputer vision models and utilities for RusTorch104MIT OR Apache-2.0Computer visionScience framewatchEvent-driven, change-triggered window capture that emits timestamped screenshots + metadata for AI agents.103MIT OR Apache-2.0Computer visionMultimedia eventcv-coreRust core of EventCV — OpenCV for event-based vision.102Apache-2.0Computer vision pdq-rsRust bindings for Facebook's PDQ image hashing library98MITAPI bindingsComputer vision paddleocr_rs_onnxONNX-based OCR engine using PaddleOCR models (text detection, recognition, orientation classification)98MITComputer visionText processing moritzbrantner-text-lexicalLexical text features, corpus statistics, TF-IDF, and BM25 for video-analysis.97MIT OR Apache-2.0AlgorithmsComputer vision evtide-coreCore domain types for the evtide event-camera toolkit.97MITComputer visionMultimedia::Encoding xycut-plus-plusHigh-performance reading order detection for document layout analysis using XY-Cut++ algorithm96GPL-3.0AlgorithmsComputer vision paddleocr-json-rsA simple Rust wrapper for PaddleOCR-JSON.95MITComputer visionExternal FFI bindings ocrs-cjkPure Rust, offline CJK OCR: PaddleOCR detection, hOCR/ALTO/JSON, WASM-safe.89MIT OR Apache-2.0Computer visionMultimedia::Images hotcoco-cliCLI for COCO dataset evaluation88MITComputer visionScience od-bridgeC ABI bridge for od_opencv, designed for Go CGO integration88MITComputer visionExternal FFI bindings moenarch-three-d-processing-coreShared 3D geometry primitives and transforms for video-analysis.87MIT OR Apache-2.0AlgorithmsComputer vision quasivisionA Rust-based pseudo-visual understanding tool. Analyzes screenshots, UI mockups, and real-world photos — detects UI components,…86MITComputer visionMultimedia::Images inkswatch_colorscanFountain pen ink swatch color analysis from photographs84MIT OR Apache-2.0Computer visionMultimedia::Images moritzbrantner-video-analysis-ffmpegFFmpeg-backed media ingest for video-analysis.84MIT OR Apache-2.0AlgorithmsComputer vision wifi-densepose-vitalsESP32 CSI-grade vital sign extraction (ADR-021): heart rate and respiratory rate from WiFi Channel State Information83MIT OR Apache-2.0Computer visionScience z-stackr-coreCore image representations, colour handling, shared preprocessing, EXIF copy-through and the out-of-core tile manager for the…78MITComputer visionMultimedia::Images chromaframe-sdkDeterministic, privacy-preserving color measurement and ranking SDK78MITComputer visionScience moritzbrantner-math-statisticsShared multivariate statistics for dense matrix inputs and streaming observations.78MIT OR Apache-2.0AlgorithmsComputer vision ultralyticsUltralytics Rust project template showcasing a minimal library and binary layout.77AGPL-3.0-or-laterComputer visionDevelopment tools xq-visionHigh-performance ONNX recognition pipeline for Chinese chessboard corners and pieces.76MITComputer visionScience inlierRobust model fitting primitives for RANSAC-based pipelines in Rust.76MITAlgorithmsComputer vision bevy_zeroverse_burnbevy zeroverse synthetic dataset rust generator73MIT OR Apache-2.0Computer visionGraphics nv-runtimePipeline orchestration, feed lifecycle, output, provenance, and concurrency for the NextVision runtime.72MIT OR Apache-2.0Computer visionConcurrency nv-test-utilTest harnesses, synthetic frames, mock stages, and controllable clock for NextVision.72MIT OR Apache-2.0Computer visionConcurrency moritzbrantner-vector-analysis-indexExact in-memory vector search for video-analysis.71MIT OR Apache-2.0AlgorithmsComputer vision tensor-dataSmall finite f32 tensor contracts and metadata for video-analysis.70MIT OR Apache-2.0AlgorithmsComputer vision vector-analysis-coreDense vector validation and metrics for video-analysis.70MIT OR Apache-2.0AlgorithmsComputer vision kornia-bowHigh-Performance Hierarchical Bag of Words70Apache-2.0Computer visionScience::Robotics bgustreadimgAdaptive image preprocessing engine for OCR — Sauvola binarization, layout detection, and ONNX-based OCR inference69non-standardComputer visionMultimedia::Images vision-mvgMultiple-view geometry: epipolar geometry, triangulation, homography, robust estimation69MITComputer vision moenarch-video-analysis-radiance-fieldsRadiance-field cameras, rays, and volumes for video-analysis.68MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-finance-statisticsFinance-oriented return, risk, and rolling statistics helpers.63MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-maps-kernels-coreNumeric kernels for map and temporal GeoJSON processing.63MIT OR Apache-2.0AlgorithmsComputer vision bevy_synthbevy media synthesis plugin62MIT OR Apache-2.0Computer visionGraphics moritzbrantner-audio-analysis-ioAudio input helpers and FFmpeg-backed source conveniences for video-analysis.62MIT OR Apache-2.0AlgorithmsComputer vision linear-ransacA simple 2D line-fitting RANSAC implementation inspired by scikit-learn's RANSACRegressor.61MITAlgorithmsComputer vision scan-coreComputer vision engine for exam detection and ArUco marker rectification61MIT OR Apache-2.0Computer visionScience::Robotics moritzbrantner-dense-dataDeterministic dense point datasets, bucketing, and clustering for video-analysis.61MIT OR Apache-2.0AlgorithmsComputer vision z-stackr-alignSubpixel image alignment for the z-stackr focus-stacking suite: bounded multi-scale intensity registration, optional AKAZE+RANSAC…60MITComputer visionMultimedia::Images z-stackr-algoFocus-stacking fusion algorithms for the z-stackr suite: Apex Laplacian-pyramid blending, dual-engine Relief (guided filter /…60MITComputer visionMultimedia::Images vx-visionGPU-accelerated computer vision for Apple Silicon via Metal compute shaders59MITComputer visionGraphics moritzbrantner-text-embeddingsLightweight semantic text embeddings and search for video-analysis.58MIT OR Apache-2.0AlgorithmsComputer vision burn_locate_anythingBurn runtime scaffolding for NVIDIA LocateAnything visual grounding57MIT OR Apache-2.0Computer visionGraphics numbers-coreDeterministic scalar numeric summaries, quantiles, ranges, and histograms for video-analysis.54MIT OR Apache-2.0AlgorithmsComputer vision fpo-rustFast license plate OCR inference in pure Rust - a port of fast-plate-ocr with ONNX model support53MITArtificial intelligenceComputer vision math-linearDense matrix and kernel contracts bridging tensor-data and vector-analysis-core.51MIT OR Apache-2.0AlgorithmsComputer vision yscv-pipelineTOML-driven pipeline configuration + multi-accelerator dispatch for FPV/edge deployments51MIT OR Apache-2.0AlgorithmsComputer vision dithersA image dithering toolkit for applying various dithering algorithms to images.50MITCommand line utilitiesComputer vision face_verification_coreCross-platform on-device face liveness and verification core.50MIT OR Apache-2.0Computer visionMultimedia rf-detr-ortHigh-performance RF-DETR object detection inference via ONNX Runtime (TensorRT / CUDA / CPU)50GPL-3.0Computer visionScience z-stackr-pipelineThe shared out-of-core tiled focus-stacking pipeline for the z-stackr suite: alignment pre-pass, tile store, per-tile fusion…50MITComputer visionMultimedia::Images moenarch-video-analysis-gaussian-splattingGaussian splatting primitives and CPU compositing for video-analysis.48MIT OR Apache-2.0AlgorithmsComputer vision yscv-video-mppRockchip MPP (Media Process Platform) hardware H.264/HEVC encoder via dlopen48MIT OR Apache-2.0AlgorithmsComputer vision yolo26-rsPure Rust YOLO26 runtime for inference, training scaffolding, and YOLOE prompt state.47MITComputer visionMultimedia::Images burn_gdnBurn-native Gated DeltaNet 2 memory blocks and fused-kernel boundary47MIT OR Apache-2.0Computer visionScience moritzbrantner-text-retrievalLibrary-first semantic and hybrid retrieval for video-analysis.47MIT OR Apache-2.0AlgorithmsComputer vision moenarch-video-analysis-reconstructionSparse reconstruction helpers for video-analysis.47MIT OR Apache-2.0AlgorithmsComputer vision moenarch-video-analysis-posturePose and skeleton helpers for video-analysis.46MIT OR Apache-2.0AlgorithmsComputer vision z-stackr-nnNeural networks for z-stackr focus-stacking (Burn backend): pairwise and whole-stack fusion models plus batch stack alignment46MITComputer visionMultimedia::Images moritzbrantner-image-analysis-coreShared image views, pixel formats, and image statistics for video-analysis.45MIT OR Apache-2.0AlgorithmsComputer vision qwen3-vlQwen3-VL vision-language structured-output engine over mistralrs, implementing the engine-agnostic llmtask::Task contract44MIT OR Apache-2.0API bindingsComputer vision farscry-coreCore types and traits for the VASP visual agent state protocol43Apache-2.0Command line utilitiesComputer vision burn_synth_mcpMCP server for burn_synth foreground extraction and 3D synthesis42MIT OR Apache-2.0Computer visionGraphics rknpuRockchip NPU library42MITAPI bindingsComputer vision mobileclip2-b-rsPure Rust MobileCLIP2-B text and image encoders producing CLIP-aligned [N, 512] embeddings.41MITComputer visionMultimedia::Images detileDetect regular tile grids in images (sprite sheets, tile atlases, game maps) and recover the tileset, via 1D autocorrelation.40EUPL-1.2Command line utilitiesComputer vision lumiavisLightweight Rust library for camera capture, image processing, preview, and simple video pipelines40Apache-2.0Computer visionMultimedia::Images moenarch-video-analysis-datasetSerializable retained analysis records for video-analysis.38MIT OR Apache-2.0AlgorithmsComputer vision moenarch-video-analysis-radiance-ioCOLMAP, Nerfstudio, and PLY I/O for video-analysis radiance workflows.38MIT OR Apache-2.0AlgorithmsComputer vision bevy_burn_depthBevy integration for burn_depth depth estimation38MIT OR Apache-2.0Computer vision rus-torchA comprehensive deep learning framework in Rust, merging core, nn, vision, text, and wasm37MIT OR Apache-2.0Computer visionScience math-statisticsShared multivariate statistics for dense matrix inputs and streaming observations.36MIT OR Apache-2.0AlgorithmsComputer vision lfmRust ONNX inference for LiquidAI LFM2.5-VL (vision-language) models — implements the engine-agnostic llmtask::Task contract via…35MIT OR Apache-2.0API bindingsComputer vision text-whisper-cppNative whisper.cpp transcription bindings and model management.35MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-image-analysis-ioStill-image PNG/JPEG/WebP loading and saving for video-analysis.32MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-text-classificationConcrete text classification, sentiment, and zero-shot classification contracts.32MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-text-linguisticsLocal model-backed linguistic analysis pipeline for video-analysis.32MIT OR Apache-2.0AlgorithmsComputer vision yscv-quantize-cliPost-training quantization CLI: calibrate fp32 ONNX + sample inputs into a QDQ-format INT8 model31MIT OR Apache-2.0AlgorithmsComputer vision vision_coreCore vision interfaces and capture/overlay helpers for the CortenForge stack.30Apache-2.0Computer visionGame engines fprint-mindtctPure-Rust MINDTCT minutiae detector: a faithful, dependency-free port of NIST NBIS's public-domain fingerprint minutiae-detection…28MIT OR Apache-2.0AlgorithmsComputer vision vision-rsA high-performance computer vision SDK for Rust.27GPL-3.0-onlyAlgorithmsComputer vision retinexSingle-scale and multi-scale Retinex image enhancement with color restoration (MSRCR)25MIT OR Apache-2.0Command line utilitiesComputer vision ionian-coreCore tensor engine and hardware abstraction for the Ionian AI framework.24MITComputer visionMathematics irixA computer vision library supporting both classical and learning based techniques23non-standardComputer vision df-ocr-switcherDocument OCR pipeline in pure Rust: scanned PDF / multi-page TIFF / image → Markdown. PaddleOCR PP-OCRv6 and Tesseract 5.5 as…23MITComputer visionText processing edgesentry-inspectEdge-first 3D scan vs. reference deviation detection for construction and maritime inspection22MIT OR Apache-2.0Computer visionEmbedded development video-analysis-core-wasmWASM bindings for video-analysis-core.22MIT OR Apache-2.0AlgorithmsComputer vision jobs-coreReusable long-running job state, cancellation, progress, logs, and artifact primitives.22MIT OR Apache-2.0AlgorithmsComputer vision vernierName reservation for the vernier evaluation library. The real crate ships at >=0.1.0.21MIT OR Apache-2.0Computer visionScience nv-metricsOptional OpenTelemetry metrics exporter for the NextVision runtime21MIT OR Apache-2.0Computer visionConcurrency fprint-pipelineThe host-image fingerprint pipeline in a few lines: turn a grayscale frame into minutiae with MINDTCT, build an NBIS template,…21MIT OR Apache-2.0AuthenticationComputer vision video-analysis-core-serverHTTP API adapter for the video-analysis-core library crate.21MIT OR Apache-2.0AlgorithmsComputer vision video-analysis-core-cliCommand-line adapter for the video-analysis-core library crate.21MIT OR Apache-2.0AlgorithmsComputer vision video-analysis-outputCSV and HTML report helpers for video-analysis.21MIT OR Apache-2.0AlgorithmsComputer vision elizaos-plugin-visionVision plugin for elizaOS - provides camera integration and visual awareness20MITComputer visionMultimedia::Images iris-cvA fast computer vision library framework in Rust.20MITArtificial intelligenceComputer vision mosaicmemRust implementation of MosaicMem: Hybrid Spatial Memory for Video World Models20MITComputer visionMultimedia::Video aravis-port-coreProtocol types, GVCP/GVSP packet structs, and error types for aravis-port20MIT OR Apache-2.0Computer visionHardware support video-analysis-radiance-fieldsRadiance-field cameras, rays, and volumes for video-analysis.20MIT OR Apache-2.0AlgorithmsComputer vision dense-dataDeterministic dense point datasets, bucketing, and clustering for video-analysis.19MIT OR Apache-2.0AlgorithmsComputer vision bevy_burn_dinoBevy demo for burn_dino DINOv2 inference19MIT OR Apache-2.0Computer vision moritzbrantner-text-question-answeringConcrete extractive question-answering contracts and fallback postprocessing.19MIT OR Apache-2.0AlgorithmsComputer vision enpose-apiPublic Rust API for the Enpose 6-DoF tracking system18MITComputer visionHardware support burn_dsaBurn-native dynamic sparse attention reference blocks and kernel boundary18MIT OR Apache-2.0Computer visionScience moritzbrantner-image-analysis-ocrOCR model presets, rich text outputs, and image/video backend contracts for video-analysis.18MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-text-analysisUnified text analysis orchestration for video-analysis.18MIT OR Apache-2.0AlgorithmsComputer vision moritzbrantner-video-analysis-detectorsScene detection algorithms and detector adapters for video-analysis.18MIT OR Apache-2.0AlgorithmsComputer vision vision_runtimeBevy plugins for capture and inference runtime built on vision_core for the CortenForge stack.18Apache-2.0Computer visionGame engines perceptionPerceptual image similarity via a multi-scale SSIM metric (CPU and CUDA backends).18Apache-2.0Computer visionMultimedia::Images math-geometry-2dShared 2D geometry contracts for multimodal image, video, and layout processing.18MIT OR Apache-2.0AlgorithmsComputer vision comfyui-modelsComfyUI model folder, inventory, and extra path contracts.17MIT OR Apache-2.0AlgorithmsComputer vision ocrs-cjk-cliCLI for ocrs-cjk: CJK text extraction, searchable PDF, hOCR/ALTO/JSON output.16MIT OR Apache-2.0Command line utilitiesComputer vision evtideCross-platform event-camera I/O and visualization toolkit.16MITComputer visionMultimedia::Encoding capture_utilsCapture helpers and recorder sinks (JSON, overlays, pruning) for the CortenForge stack.15Apache-2.0Computer visionData structures aravis-port-memoryBuffer, buffer pool, and chunk-data TLV index for aravis-port14MIT OR Apache-2.0Computer visionHardware support geomap-engineFuses camera pose and object detections into a persistent, deduplicated 2D object map.13MITComputer visionScience::Geospatial aravis-port-genicamGenICam XML parsing, node tree, and formula evaluator for aravis-port12MIT OR Apache-2.0Computer visionHardware support aravis-port-streamGVSP receiver, packet reassembly, and resend logic for aravis-port11MIT OR Apache-2.0Computer visionHardware support aravis-port-netUDP discovery and GVCP transaction handling for aravis-port11MIT OR Apache-2.0Computer visionHardware support