Object 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.

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.

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.

SAM 3D converts single images into textured 3D meshes and scene reconstructions using SAM 3D Objects and SAM 3D Body, handling occlusions and zero-shot detection, exporting GLB/OBJ/FBX/PLY and providing API and batch processing.

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.

Google Lens uses your camera or images to identify objects, products, plants, animals and landmarks; translate and copy text in real time across 100+ languages; assist with homework by finding explanations; and integrates with Google apps and Chrome.

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

Data Services by Clickworker provides a crowdsourced platform for data collection, validation, labeling, and categorization, assigning microtasks to a global workforce. It delivers scalable, ISO 27001‑compliant results and transparent workflow tracking for AI training and market research.

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.

Tripo converts text or 2D images into production‑ready 3D assets, delivering watertight meshes, precise segmentation, 4K PBR texturing, auto‑rigging, and easy export to Unreal, Unity, Blender, Godot via API and plugins.

Cutout.pro is a powerful AI-based platform for creating and editing visual content that enhances e-commerce and marketing efforts.

Moondream provides vision AI for real-time image and video analysis—object detection, counting, scene reasoning—plus automatic media tagging and metadata for semantic search, natural-language perception for robotics, semantic UI element recognition, and Python/Node integration.

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.

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.

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.

Face Shape Detector is a web-based AI tool that analyzes your facial structure from an uploaded photo. It then provides instant, personalized recommendations for the most flattering hairstyles and makeup.

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.

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.

hellopearl.com is a comprehensive AI platform for dentistry, providing real-time diagnostic analysis of dental x-rays and 3D scans to detect pathologies and assist in treatment planning. It also enhances practice operations with tools for insurance verification, image enhancement, and clinical analy

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.

Appen delivers human‑validated datasets across six domains—alignment, agentic AI, speech/audio, multimodal, physical, and model integrity—using automation and a global workforce of 1 million+ contributors. SOC 2/ISO 27001 certified, it supports large‑scale AI training and independent evaluation.

Encord is a data development platform that streamlines data curation, labeling, and model evaluation for AI teams. It supports computer vision and multimodal tasks with advanced user management, customizable workflows, and comprehensive quality metrics.

T-Rex Label is an intelligent annotation tool that streamlines complex scene annotations across industries like agriculture, logistics, and healthcare, offering quick, accurate labeling through zero-shot detection, enhancing workflow efficiency and data management.

Lenslink is an AI tool for automated image and video analysis, featuring face detection, human action recognition, and real-time multi-person analysis. It offers secure edge computing integration for applications like access control, crowd management, and digital signage analytics.

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.

isahit provides human-centered data labeling and processing for computer vision, NLP, and speech, offering collaborative workspaces, secure API, customizable annotator training, quality control, and AI-assisted workflows (active learning, RLHF, RAG) to prepare data for model training.

ObjectRemover uses AI to erase unwanted people, stickers, logos, text, and clutter from images. Drag‑and‑drop JPG, PNG, or WebP files up to 10 MB, preview edits, and download watermark‑free results in seconds with high‑quality output.

IDM VTON uses a two‑stream conditional diffusion model to overlay garments onto user photos with realistic detail. It maintains shape across body types, offers a clothing library, and lets users adjust fit via an intuitive interface on desktop or mobile.

Image3D AI converts 2D images, including PNG, JPEG and WEBP, into editable 3D models (STL, OBJ, GLB) via single-image or multi-view reconstruction, with Normal/Low‑Poly/Geometry modes and optional PBR texturing for printing, AR, prototyping and game assets.

ezML is a cloud AI platform revolutionizing computer vision with zero-shot learning and text-to-model capabilities. It enables users to easily create custom pipelines for tasks like object detection and image-to-text conversion, featuring simple deployment and scalability for various business appli

Brain Pod AI's Image Generator is an AI tool that creates unique images using machine learning algorithms.

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

People for AI offers dedicated in‑house labeling teams for diverse machine‑learning datasets, ensuring consistent quality, data security, and GDPR‑aligned handling. They support all annotation tools, from small proofs of concept to large production volumes, with continuous monitoring and re‑annotati

Hitem3D is an AI-driven 3D model generator that transforms uploaded JPG and PNG images into high-quality multi-view 3D models. It offers various resolution options, catering to both detailed and general modeling needs for creators.

Fooocus is an AI image generator and editor that supports advanced inpainting, multi‑prompt synthesis, SDXL model flexibility, custom aspect ratios, fine‑tuned style controls, prompt reweighting, face swapping via InsightFace, and hardware‑optimized performance for collaborative design.

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.

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.

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.

AI virtual try-on that lets users upload a photo and apply tops, pants, dresses, shoes, glasses and hairstyles with body-shape fitting, masking, alignment and blending, 360° previews, color/length edits, scene composition and one-click downloads.

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.

DeepMotion converts video or text into realistic 3‑D character animation, extracting motion from a single camera and offering real‑time body and facial tracking for game devs, VR artists, and content creators. Its API integrates into pipelines, speeding production.

Gesichtsform bestimmen lets users upload a photo to detect facial landmarks and classify the face into one of six shapes—long, oval, square, round, heart, or diamond—using machine learning, with results generated server‑side without image storage.

Nano Banana img.com is an AI image generation and editing platform that creates high-resolution images from text and enables targeted edits. It specializes in multi-image fusion, character consistency, and tools for marketing, design, and photo restoration.

AI3DGen is an AI-powered platform that instantly converts 2D images or text prompts into production-ready 3D models. It delivers optimized assets in standard formats for game engines, 3D printing, and AR/VR, all through a fast cloud-based pipeline.

Halo is an open‑source AR glasses platform with OLED display, bone‑conduction audio, and on‑device AI powered by Alif B1 Cortex‑M55, enabling real‑time multimodal conversations, context capture, and cross‑platform app development via Lua on ZephyrOS.

Ocular AI unifies multimodal data from cloud, local, and external sources into a single catalog for search, versioning, and AI‑assisted labeling with human‑in‑the‑loop. It supports RLHF, GPU training pipelines, RESTful search API, and role‑based compliance controls.

NeuralBox captures photos instantly via camera, lock‑screen widget, or share extension, auto‑imports screenshots, and offers a scanning mode. AI image recognition and OCR enable keyword searches; similarity browsing groups images by visual traits. Files sync locally or in the cloud.

Lifemind segments customers into 189 worldview profiles, enabling rapid virtual focus groups and targeted campaigns aligned with buyer motivations. It offers privacy‑compliant data handling and supports agencies, brands, retail, healthcare, and finance.

banana-ai.org is a fast AI photo editor for text-guided image generation and editing. It offers style conversion, background replacement, and identity-consistent edits using simple prompts.

AI Image Magic Cleanup uses a 2026 GAN to automatically erase backgrounds or unwanted objects from photos. Users mark areas with a brush, then the tool refines and fills the space with matching background detail, delivering quick results on mobile.