Automated Scene Segmentation

FiftyOne is a visual AI platform that centralizes data curation, annotation, and model evaluation across images, video, point clouds, and metadata. It offers interactive slicing, automatic labeling with confidence scoring, role‑based access, versioning, and open‑source integration.

Chunks uses AI vision to extract timestamped highlights from raw video, detect and name faces, and tag key moments. It auto-trims, crops, and generates short-form clips via text prompts, creating searchable clips for reuse and export.

Roboflow streamlines computer‑vision projects by offering a low‑code pipeline for data annotation, GPU‑accelerated training, and multi‑environment deployment. It integrates with PyTorch, TensorFlow, Hugging Face, major clouds, and meets SOC2 Type 2 and HIPAA security.

Meta AI Demos is a catalog of experimental models and interactive technical demos from Meta Research, enabling developers and researchers to test image/video segmentation and tracking, audio/video generation, embodied agent and 3D localization models, prototype integrations, and evaluate outputs.

Datature unifies data labeling, model training, and deployment in one workflow. AI‑assisted annotation cuts labeling time up to tenfold. It supports classification, detection, segmentation, keypoint tasks, offers drag‑and‑drop training, hyperparameter tuning, visual evaluation, and edge/cloud deploy

UnitLab is a cutting-edge, collaborative AI data annotation platform boosting efficiency by 15x through auto-annotation tools. It excels in various annotation types, project management, and automated tasks for accurate object detection and OCR in 123 languages.

OpalAi’s Vision Language Models cut video analysis from hours to minutes for planners and safety teams. Its wildfire intelligence turns geospatial data into actionable risk insights, while ScanToBIM/ScanTo3D convert point clouds into BIM or CAD models instantly.

RSIP Vision offers AI‑powered analysis for CT, MRI, X‑ray, ultrasound, endoscopy and microscopy. It provides segmentation, registration, stitching, tracking, 3‑D reconstruction, real‑time video analytics and automated quantification to streamline clinical workflows for efficient decision‑making.

Ultralytics offers a platform for developing and deploying visual AI solutions across industries, utilizing YOLO for advanced data analysis and object detection. Its user-friendly interface aids in efficient training and deployment of machine learning models.

AnyClip automates video tagging, subtitles, and chapter creation, enabling searchable, measurable content. It extracts highlights, clusters topics, and builds contextual playlists. Facial recognition and brand‑safety filters keep compliant, while interactive players support live captions and AI‑driv

A platform that provides comprehensive AI vision intelligence management in smart machines with advanced computer vision systems, full automation in horticulture robotics with vision AI, user management and more.

SceneXplain converts images and videos into captions, summaries, alt‑text, and JSON using multimodal AI. It supports 100+ languages, visual Q&A, batch processing of 128 images, and provides a REST API for web and mobile integration, enhancing accessibility and data extraction.

CinemaFlow AI converts scripts into full videos with one-click automated scene selection and AI cinematography. It offers customizable templates and cinematic styles, advanced editing with real-time previews, adjustable SD–4K rendering, and team collaboration controls.

BasicAI is an end‑to‑end data annotation platform for image, video, audio, LiDAR, and text, offering AI‑powered labeling, collaborative workflows, real‑time QA, and private deployment, used by ML engineers in autonomous driving, robotics, and logistics.

Spatial.ai is an AI tool that uses web and mobile activities to provide real-time behavior segmentation for various industries through their Personalive™ system.

iris roads automates road inspections with AI cameras, automatically redacts privacy, identifies defects such as potholes and cracks, delivers condition indices and repair priorities to public‑works dashboards, and integrates with CityWorks and Cartegraph for streamlined workflow and cost savings.

Pixellot is an AI‑powered sports production platform that automatically records, streams, and analyzes games across 19 sports. It deploys camera rigs, generates live graphics, commentary, and highlights, and supplies analytics for coaching and remote venue management.

DeepAI offers browser‑based AI tools for text‑to‑image, photo editing, background removal, super‑resolution, and video/musical generation, plus APIs for integration. It prioritizes user ownership, privacy, fast processing, and supports conservation research via object detection and habitat mapping.

TwelveLabs extracts structured data from videos using AI models Marengo and Pegasus. Its APIs enable time‑based search, on‑demand summarization, and vector embeddings for semantic search and recommendations, supporting media, advertising, and security workflows.

Pixian.AI removes backgrounds using GPU‑accelerated segmentation, handling JPEG, PNG, BMP, GIF, and WebP. It outputs transparent PNG or opaque JPEG/PNG, preserves hair/fur, and offers cropping, scaling, aspect‑ratio control, with privacy‑friendly data handling.

Ssemble automatically extracts viral moments from long videos, centers faces for vertical formats, adds captions and translations, and schedules short clips for TikTok, YouTube, and Instagram. AI‑generated titles, hashtags, and API access support scalable content production.

The AI Workspace is a tool that generates imaginary images using AI. It allows users to train models using photos and supports custom identifiers and prompts.

arivis.cloud is a cloud-based AI platform for automated, high-throughput microscopy image analysis. It enables life science researchers to build no-code ML workflows for scalable, reproducible segmentation and processing.

Scanflow AI delivers AI‑powered visual inspection and asset identification for manufacturing and logistics. It detects defects in real time, scans DOT codes, VINs, and handwritten text, and offers edge or cloud analytics for quality control, inventory visibility, and faster throughput.

Tagbox automatically organizes photos, videos, PDFs, and editable files using computer vision for face, object, and scene tagging. Its search engine offers advanced filters and full‑text queries. Team collaboration and secure storage enable efficient asset management.

Scenario is an AI infrastructure platform that lets studios train custom models on their own art libraries and batch‑generate consistent image, video, 3D, and audio assets using a visual node‑based editor, API integration, and enterprise‑grade data privacy.

Deep‑Image.ai offers photo upscaling, denoising, sharpening, color and lighting adjustments. It removes backgrounds, adds virtual staging, creates business headshots, and delivers batch product‑photo presets, inpainting, and high‑resolution generative upscaling up to 300 MP.

Linque unifies IT, OT, and AI for real‑time data connectivity across legacy and modern systems. It offers VisionAI visual inspection, AI‑Enabled Verification, AI‑Ops predictive analytics, and AI‑Production dashboards, backed by consulting for seamless modernization.

OpenALPR automates license‑plate recognition from live video and still images, delivering real‑time plate numbers, vehicle make, model, color, and direction for law enforcement, parking, property management, and security across 70 countries.

Neural Frames turns songs into audio‑reactive videos with a two‑click autopilot or frame‑by‑frame editor, offers text‑to‑video tools, stem‑based modulation, custom model training, and free 4K upscaling for professional media.

LightLayer provides scalable, richly annotated egocentric datasets—synchronized RGB, audio, IMU, and depth—via distributed capture coordination, automated collection workflows, and streamlined annotation pipelines to produce delivery-ready data for embodied AI and robotic perception training.

Choice AI offers AI‑driven content moderation, cultural‑sensitivity filtering, multilingual subtitles, dubbing, emotion analysis, scene segmentation, compliance checks, and automated metadata tagging. It supports live and on‑demand workflows, accelerating media readiness and expanding global audienc

Removal.AI instantly isolates foreground subjects from .jpg and .jpeg images, offering preview, high‑resolution downloads, background replacement, manual eraser, API integration, batch processing, and professional editing support. Ideal for photographers, designers, marketers, and e‑commerce sites n

Imagga offers APIs for image and video recognition, providing tagging, categorization, smart cropping, background removal, color extraction, face and OCR detection, and custom model training. It supports safe content moderation and visual search for media, e‑commerce, and more.

ImagineArt unifies AI‑driven image, video, and audio creation and editing, enabling prompt‑based generation, upscale tools, drag‑and‑drop video workflows, 4K cinematic rendering, and real‑time team collaboration for streamlined media production for artists, designers, and creators.

AI Video Cut uses prompt‑based AI to transform long videos into short, platform‑optimized clips. It auto‑detects faces, crops frames, adds multilingual captions, and supports multiple aspect ratios for fast, high‑quality content creation.

Alpha Vision is an AI-driven security solution offering 24/7 surveillance, automated threat detection, and incident response. Features include real-time patrols, audio deterrents, natural language video search, and automated compliance verification for enhanced safety in various environments.

aiphotorobot.com offers an image recognition model training platform with various AI models, dimensions, subject strength, styles, and compositions, as well as a new Lora feature for faster training and image generation.

AI‑powered failure detection for 3D printers, integrated with OctoPrint/OctoEverywhere. Real‑time vision identifies adhesion loss, layer defects, shell issues, extruder blobs, then pauses prints or sends alerts, learning printer‑specific nuances over time.

2short.ai automatically extracts the most engaging segments from long videos to create 1080p YouTube Shorts, using facial‑tracking, one‑click animated subtitles, and flexible aspect ratios. It supports multiple languages, direct Drive/URL imports, and brand presets for consistent visuals.

GliaCloud automates personalized video creation, enabling businesses to generate AI‑driven videos with minimal skill. Its modules—GliaDirectors, GliaStar, and GliaAgent—support media, e‑commerce, education, and more, speeding production and boosting viewer engagement.

Claid AI Studio automates photo editing for product, fashion, lifestyle images. It places items in realistic backgrounds, generates model renders, removes backgrounds, upsamples to 4K, corrects color in seconds, and offers API and workflow tools for batch, brand‑consistent catalog updates.

VideoVerse automates sports and entertainment highlight creation, using AI to detect key moments and generate ready‑to‑publish clips. It offers content moderation, interactive web story generation, an online editor, and real‑time multi‑platform distribution for rapid, high‑quality short‑form content

VISuite AI is a scenario‑based video analytics platform that delivers real‑time behavior and facial recognition, automated intrusion detection, and forensic search across surveillance feeds. It processes geo‑tagged events, reduces false positives, and streamlines security monitoring.

MD.ai automates radiology reporting and dataset annotation, handling template selection, key finding mapping, impression generation, billing codes, and patient audio summaries. It integrates with HL7/DICOM, offers secure PHI detection, multilingual support, and AI‑assisted annotator for high‑quality

FlyPix AI automatically detects buildings, roads, vegetation, and infrastructure in satellite, aerial, and drone imagery, reducing annotation effort by up to 99.7%. It supports custom model training, multispectral data, and collaborative dashboards for construction, agriculture, and risk management.

Secta Labs AI Headshot Generator uploads bulk photos, producing high‑resolution professional portraits in minutes. Users edit clothing, expression, background, and lighting, apply consistent brand styles, and batch‑customize for teams, keeping output user property.

Label Studio is an open‑source platform for labeling images, audio, text, video, time‑series, and PDFs. It offers customizable interfaces, pre‑labeling with ML, multi‑project support, API/SDK integration, and quality gates that ensure consistent annotations, with export to CSV or databases.

UBIAI fine‑tunes LLMs with classifiers, retrievers, and reasoning. It automates PDF/DOCX labeling, synthetic data, and quality filtering; offers 15‑minute prompt‑level tuning or 2‑4 hour weight training; exports to GGUF, safetensors, or Hugging Face for API or custom deployment.

RapidAI delivers real‑time AI decision support for stroke, aneurysm, cardiac, vascular, and pulmonary embolism imaging. It auto‑detects anomalies, renders 3‑D models, tracks longitudinal changes, and integrates with EMRs for alerts, metrics, and care coordination.