Image Segmentation Labeling

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.

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.

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

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.

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.

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

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.

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.

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.

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.

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.

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.

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.

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

Imagen is a generative AI model by Google DeepMind that produces high-quality, photorealistic images from natural language prompts using advanced diffusion techniques. It supports creative applications in design, media, and content generation.

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.

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.

Generates detailed image descriptions, SEO-friendly alt text, and searchable tags from JPG/PNG/WEBP; performs OCR on text and tables, summarizes charts, converts images into prompts, and offers batch processing, API, and chat-for-image Q&A for workflows.

CrowdView is a platform that allows users to view and share real-time video feeds from events around the world.

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.

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.

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.

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.

Z-Image.net is a fully open-source AI image generation and editing suite built on a ~6B-parameter single‑stream diffusion transformer (s3‑dit), delivering low‑latency text‑to‑image synthesis and natural‑language‑driven image‑to‑image editing. Variants include z-image-turbo (distilled, 8 NFEs for lo

The AI Lab provides an advanced tool with image and facial enhancements features such as photo colorization, object and background removal, cartoon creation, retouching portraits, adjusting facial expressions, and API and platform for developers.

Markup Annotation Tool converts unstructured data into structured datasets, streamlining the annotation process for NLP and ML applications. Powered by GPT-4, it enhances accuracy and efficiency, supporting rapid training dataset creation for improved model performance.

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.

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.

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.

ModelsLab offers API‑based generative AI for image, video, audio, and language tasks, including editing, generation, and voice synthesis. It supports GPU server deployment, custom workflows, fine‑tuning, and LoRA adaptation for creators and developers.

Photo Location Search uses AI to geolocalize images by analyzing metadata like latitude and longitude. It integrates with Google Maps for detailed insights and fosters community engagement via Discord for collaborative exploration and research.

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.

Teachable Machine lets users build TensorFlow.js image, audio, or pose classifiers through a browser interface without coding. Collect, label, and train data in‑browser, evaluate accuracy, then export models to web, Node.js, Coral, or Arduino for rapid prototyping and educational projects.

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.

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.

VisualGPT is an AI image generator and editor, offering features like background removal, photo retouching, and interior design visualization. It supports models such as Nano Banana and Flux, facilitating bulk processing and social media content creation.

MagickImg is an AI image enhancement platform that uses deep‑learning models for upscaling, colorizing, background removal, and headshot generation. Its simple interface processes images quickly, securely deletes files after an hour, and uses a credit system for transparent usage.

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

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.

Image Describer generates detailed text from jpg/png/webp/gif images up to 5 MB. Users choose templates or custom prompts, process bulk uploads, export English descriptions, alt text, marketing copy, or AI art prompts, with TTS and OCR support.

MiniGPT-4 is a versatile AI model that can enhance vision-language understanding, generate detailed image descriptions, and teach users to cook through image projection using a frozen visual encoder with Vicuna.

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.

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.

Be My Eyes links blind and low‑vision users to volunteers worldwide via live video, offering instant visual help. Integrated AI provides automated image descriptions, supporting 180+ languages, smartglasses, and multi‑platform access for real‑time, free assistance.

Image Pipeline delivers AI image creation and editing using Stable Diffusion, Flux, and custom checkpoints. It supports LoRA, embeddings, adapters, ControlNet for inpainting, and Face Lock/Quick Swap for facial editing, all via a REST API.

editaimg.com is an AI-powered image editor for professionals, offering background removal, object editing, and style transforms for retouching and composition. It also provides upscaling, text translation, and creative effects to streamline workflows for e-commerce, design, and content creation.

Pikzels is an AI‑powered YouTube packaging tool that generates and optimizes thumbnails and titles in seconds. It scores performance on virality, clarity, idea, curiosity, and emotion, and offers one‑click fixes for rapid iteration.

gptimg2.io is a multi-model AI platform for generating and editing images and videos from text. It creates photorealistic or stylized assets, supports pixel-accurate edits, and produces brand-ready visuals for campaigns, mockups, and marketing.

Image to Image AI is a tool that intelligently edits and transforms your photos based on simple text prompts. It allows for complex alterations like style changes, object removal, and realistic detail enhancement while maintaining consistency.

Hive AI supplies APIs that automatically moderate images, video, audio, and text for harassment, CSAM, and fake content. It also offers brand‑protection tools—logo detection, celebrity ID, IP monitoring—and demographic indexing for tailored audience segmentation.