Microscopy Image Annotation

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.

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.

PinMy is a cross‑platform visual collaboration platform that lets teams annotate images, PDFs, and design files with text, voice, or pixel‑linked markers, share the results via email, Slack, or SMS, and track feedback history in a single, paper‑free workflow.

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.

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

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.

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.

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

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.

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.

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.

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

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.

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.

Pixno uses GPT‑4 Vision to extract text, charts, and audio from photos, PDFs, and lecture slides. It summarizes, translates, generates Q&A, exports to Notion, Obsidian, Google Docs, and syncs across devices for real‑time collaboration.

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.

imgeditor.co is an AI image editor that transforms images using text prompts. It features one-shot editing for consistent details, superior scene preservation, and rapid processing for multi-image workflows.

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.

PictureThis uses AI photo recognition to instantly identify plants, trees, and insects, offering species names, disease detection, care tips, toxicity alerts, and seasonal guidance. It supports offline access, a vast multilingual encyclopedia, and community sharing.

PhotoExamen uses OCR and AI to analyze exam and assignment images, offering step‑by‑step solutions for multiple choice, short answer, math, and language tasks. It auto‑generates concept maps, quizzes, transcribes audio, and summarizes texts for study support.

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

NanoBanana.im is a natural language image editor powered by Google's Gemini. Simply upload an image and describe your edits in plain text to modify, fuse, or analyze your visuals.

PlantIdentification AI Tool: Offline/embedded image recognition app for identifying plants from a database of 10,000+ species. Supports citizen science initiatives, facilitating fast plant identification for enthusiasts and researchers.

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.

An online image tool with features including background removal, image resizing, text addition, color palettes, conversion, and AI-powered social media bios, market slogans, business name ideas, and hashtag generation.

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.

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.

AI Keywording processes up to 10,000 images per upload, using AI to generate titles, descriptions, and keywords for stock photography. Outputs a CSV ready for stock sites or Adobe Bridge, with temporary image copies deleted after processing.

This tool uses deep learning to enhance photos by reducing noise, sharpening, upscaling, and recovering faces.

Nano Banana pro is a Gemini-powered image generator and editor offering doodle-based edits, style transfer, advanced text rendering, precise lighting/camera controls, two fidelity modes, composition-preserving resizing up to 2K, batch export and multi-photo composition.

Clipdrop uses deep learning to remove backgrounds, objects, and text, upscale images, adjust lighting, uncrop, and resize. It also offers text‑to‑image generation and an API for developers, supporting design, marketing, and app workflows.

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.

Photoleap is an iOS‑only photo editing app that uses AI for quick enhancements, background removal, object deletion, collage creation, filters, text‑to‑image, video from stills, 4K upscaling, style transfer, portrait retouching, and hair color simulation.

SnapEdit is an AI‑driven photo editor that removes objects, backgrounds, and text, provides 100+ background templates, upsamples images to HD/4K, and offers skin retouching, all accessible via web, iOS, and Android.

CT Read AI analyzes X‑ray, CT, MRI, and ultrasound images in DICOM, JPG, JPEG, and PNG formats. It delivers rapid, multimodal reports with findings, recommendations, and patient‑friendly summaries for clinicians and lay users, covering bone density to sports injuries.

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.

SyncSketch is a cloud-based collaboration tool for visual effects and gaming professionals, enabling remote teams to review media efficiently with synchronized presentations, frame-accurate annotations, version comparisons, and mobile access, while integrating with platforms like Jira and ShotGrid.

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.

Image to Text Converter extracts text from images, PDFs, and handwritten notes in 30+ languages. It accepts JPEG, PNG, WebP, GIF, PDF, handles blurry files, and can recognize equations. Users can crop regions, and outputs editable TXT, PDF, or DOCX.

Magicstudio Canvas is an AI tool for quickly creating product photos with up to 40 free uploads in JPEG or PNG format. It offers intuitive, easy-to-use editing tools and features for profile pictures, removing backgrounds, and adding text.

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.

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.

EchoMark embeds invisible, recipient-specific steganographic watermarks in emails, documents, images and attachments to trace leaks, supports Exchange/Google Workspace and SecureView links, provides forensic matching, access controls, analytics, revoke options, and APIs for DLP integration.

Semantic Scholar indexes 230 million papers, offering AI‑powered semantic search that prioritizes relevance and citation impact. It provides contextual PDF annotations, a developer API, and export options for literature reviews, grant research, and teaching.

AI image enhancer that upscales up to 4×, removes noise, sharpens blur, and can enhance faces or colorize. Handles .png/.jpg/.webp/.tif/.bmp/.raw and outputs the same formats. Windows, macOS and Photoshop plugin supported.

Clip Studio Paint offers natural brush strokes, over 100,000 customizable brushes, vector layers, 3D pose references, perspective rulers, onion‑skin animation up to 24 frames, and cloud sync across Windows, macOS, iPad, Android, and Chromebook.

This AI tool generates images and text using machine learning features and has built-in safety measures, with ongoing development and a Discord server for help and support.

Mockey AI creates watermark‑free product mockups from 20,000+ templates across 45 categories. Upload PNG/JPEG designs, adjust placement and backgrounds, and use AI tools like background removal. It offers 3D and video mockups for animation on desktop, mobile, and Play Store.

FaceSymAI analyzes a user‑uploaded photo to assess facial symmetry, comparing eye, nose, mouth, and overall shape. It generates a concise report on symmetrical and asymmetrical traits, with no image storage for privacy.

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.