:memo: python package to calculate readability statistics of a text object - paragraphs, sentences, articles.
A Django app that keeps a log of changes made to an object.
Build, train, optimize, and run computer vision models locally, from raw images to live inference. Open source, optimized for Intel XPU (CPU-only and CUDA also supported).
Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the object into JSON. Additionally, it can reconstitute the object back into Python.
Object mapping, and more, for Redis and Python
Frigate integration for Home Assistant
Legacy JSON-to-YOLO dataset converter for COCO, LabelMe, Labelbox, VoTT, INFOLKS, and ATH annotations. Superseded by convert_coco() in the Ultralytics package.
Multi-objective Gymnasium environments for reinforcement learning
Neural Network Compression Framework for enhanced OpenVINO™ inference
Object-oriented file system path manipulation
A Unix, Windows, Raspberry Pi Object Speed Camera using python3, opencv, video streaming, motion tracking. Includes a Standalone Web Server , Image Search using opencv template match and a whiptail Admin Menu Interface Includes picam and webcam Plugins for motion track security camera configuration including rclone sync scripts.
An Object Graph Mapper (OGM) for the Neo4j graph database.
Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conservation. Your source for MegaDetector, SPARROW, PytorchWildlife, Bioacoustics, and more.
Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.
Object factory for Django
MetaSeg: Packaged version of the Segment Anything repository
Python Computer Vision & Video Analytics Framework With Batteries Included
Visually explore Python object graphs
The simplest, highest-throughput Python interface to S3, GCS & Azure Storage, powered by Rust.
mobsfscan is a static analysis tool that can find insecure code patterns in your Android and iOS source code. Supports Java, Kotlin, Swift, and Objective C Code. mobsfscan uses MobSF static analysis rules and is powered by semgrep and libsast pattern matcher.
Python object-oriented database
Image composition toolbox: everything you want to know about image composition/compositing or object/subject insertion/addition/compositing.
Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.
Simple library to make working with STL files (and 3D objects in general) fast and easy.
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
A collection of tools for manipulating and analyzing SVG Path objects and Bezier curves.
Converts XML to Python objects
GTDB-Tk: a toolkit for assigning objective taxonomic classifications to bacterial and archaeal genomes.
A lightweight, optionally typed expression language with a custom grammar for matching arbitrary Python objects.
Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a web-based environment.
Parses cron schedules to iterate over datetime objects.
Multi-Objective Reinforcement Learning algorithms implementations.
Free and open-source digital preservation system designed to maintain standards-based, long-term access to collections of digital objects.
[CVPR 2025, IJCV 2026] "A Distractor-Aware Memory for Visual Object Tracking with SAM2", "Distractor-Aware Memory-Based Visual Object Tracking"
Eyes are All JEV Needs - real time visual devisions from RGB, video and RGB-D cameras.
Real-time parking lot occupancy detection using existing security cameras and on-device computer vision.
HOI-Retarget: Contact-Centric Retargeting for Human-Object Interaction
Turn your cameras into Home Assistant sensors with a local AI: garage door open/closed, people and cars, water, gas and power meters read by any camera or ESP32-CAM. 100% local, any CPU.
Learning Whole-Body Dexterous Loco-Manipulation from Human–Object Interactions
Training Object Permanence in World Models — the codebase
Carveout finds and labels objects in trained 3D Gaussian Splatting scenes.
Computer Vision pipeline that tracks vehicles and people in traffic footage and reports counts + congestion level.
Detection-aware BloodHound attack-path scoring - the quietest route to your objective, calibrated across five detection tiers (audit/EDR/Elastic/MDI/WDAC) plus Azure.
[ECCV'26] Map-Det3D: Metric Feed-Forward 3D Reconstruction Prior for Multi-view 3D Object Detection from Streaming Inputs
Design-system and vocabulary drift, enforced. Tailwind themes become law, rogue values get receipts, words live in a database agents inherit — one org ontology across every repo.
An agentic mobile security research system built as a Claude Code project. An orchestrator spawns focused sub-agents, each with one narrow objective.
AI-powered real-time object detection, tracking, and video intelligence platform using YOLO and computer vision.
Official code for Sparks of Surprise: Multi-objective Recommendations with Hierarchical Decision Transformers.
Official implementation of “A Turbo-Inference Strategy for Object Detection and Instance Segmentation” (CVIU 2026). A training-free framework for iterative refinement between object detection and instance segmentation.
Structured Output Matching & Association: online multi-person tracking built on the structured output of a multi-task wholebody detector, one whole-frame pass per frame (plus per-crop ReID embeddings in SOMA-R) — no tiling, no offline post-processing.
Graphical macro builder for Linux Mint. Chain steps: open apps, files, sites, commands; place windows; click; press keys; type text. Save them as one-click Desktop/menu shortcuts. Like AutoHotkey, on top of xdotool/wmctrl. One self-installing Bash script, ES/EN interface, GPLv3.
YOLO11 research prototype for detecting people associated with potentially dangerous objects in public-area imagery, with thesis evidence, reproducibility notes, and responsible-use guidance.
Seamless tiled refinement and upscaling for ComfyUI. The VL nodes step all tiles on one shared latent, conditioned by vision tokens and per-tile captions instead of a prompt, so objects never repeat across tiles. Refine whole images or just a masked region. Any GUIDER model on the base node; Krea 2 on the VL nodes. Tested at 8K+.
One-step Turkish text-to-speech trained with a drifting objective (Kyutai learned-temperature recipe)
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
无人机投粮器 YOLO 检测与 SegFormer 地块语义分割组合项目:配置、脚本、训练日志、实验记录与部署说明。
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more