MedGemma vs. PaliGemma 2 Comparison Chart

Ango Hub is a quality-focused, enterprise-ready data annotation platform for AI teams, available on cloud and on-premise. It supports computer vision, medical imaging, NLP, audio, video, and 3D point cloud annotation, powering use cases from autonomous driving and robotics to healthcare AI. Built for AI fine-tuning, RLHF, LLM evaluation, and human-in-the-loop workflows, Ango Hub boosts throughput with automation, model-assisted pre-labeling, and customizable QA while maintaining accuracy. Features include centralized instructions, review pipelines, issue tracking, and consensus across up to 30 annotators. With nearly twenty labeling tools—such as rotated bounding boxes, label relations, nested conditional questions, and table-based labeling—it supports both simple and complex projects. It also enables annotation pipelines for chain-of-thought reasoning and next-gen LLM training and enterprise-grade security with HIPAA compliance, SOC 2 certification, and role-based access controls.

TeleRay makes an industry unique image management and sharing platform with FDA approved viewer and advanced reporting. In addition, the cloud-based medical imaging solution, enables users to consult live, view modalities, store images to view anywhere on any device and share images securely to patients or professionals. The platform offers a wide array of features that include importing or converting DICOM or non-DICOM images, PACS query, and HL7 connectivity. Connect to any EHR such as EPIC, Cerner, EcW, Athena, Allscripts, and more. TeleRay is the most secure end-point to end-point health communication platform on the market. Workflow tools such as waiting rooms, mutli-calls, call transfer, sharing of images, split screen, viewing modalities in real time such as ultrasound, and telehealth telemed carts, all without downloading an app. Easy and low cost. Used by more than 3000 locations including 70% of the top medical centers in more than 20 countries. Try us for free today.

StackAI is an enterprise AI automation platform to build end-to-end internal tools and processes with AI agents in a fully compliant and secure way. Designed for large organizations, it enables teams to automate complex workflows across operations, compliance, finance, IT, and support without heavy engineering. With StackAI you can: • Connect knowledge bases (SharePoint, Confluence, Notion, Google Drive, databases) with versioning, citations, and access controls. • Deploy AI agents as chat assistants, advanced forms, or APIs integrated into Slack, Teams, Salesforce, HubSpot, or ServiceNow. • Govern usage with enterprise security: SSO (Okta, Azure AD, Google), RBAC, audit logs, PII masking, data residency, and cost controls. • Route across OpenAI, Anthropic, Google, or local LLMs with guardrails, evaluations, and testing. • Start fast with templates for Contract Analyzer, Support Desk, RFP Response, Investment Memo Generator, and more.

Centralize your team's content in a workspace that's organized, versioned, and easy to share. Sure, Air stores your content. But it also has smart search, guest permissions, custom layouts, version tracking, and hassle-free sharing that makes every part of the creative process easier and more enjoyable. Stop hiding your assets in folders and zip files. Plan social media posts, create lightweight presentations, and organize your content in a workspace that reflects your brand. Navigate your workspace like a search engine. Built-in features like image recognition and smart tags enable anyone on your team to jump in and locate assets all by themselves. Now the only painful part of the feedback cycle is the feedback. Create public boards and allow guests to upload directly into your workspace. Leave comments, have discussions, and make selects with context. Track new changes and clearly identify the latest asset version.

AI-Powered Image & Video Editing for Seamless Integration. Enhance your visual content workflows with Picsart Creative APIs, a robust suite of AI-driven tools for developers, product owners, and entrepreneurs. Easily integrate advanced image and video processing capabilities into your projects. What We Offer: Programmable Image APIs: AI-powered background removal, upscaling, enhancements, filters, and effects. GenAI APIs: Text-to-Image generation, Avatar creation, inpainting, and outpainting. Programmable Video APIs: Edit, upscale, and optimize videos with AI. Format Conversions: Seamlessly convert images for optimal performance. Specialized Tools: AI effects, pattern generation, and image compression. Accessible to Everyone: Integrate via API or automation platforms like Zapier, Make.com, and more. Use plugins for Figma, Sketch, GIMP, and CLI tools—no coding required. Why Picsart? Easy setup, extensive documentation, and continuous feature updates.

Partful is a 3D Explosion Parts Catalog and Work Instructions Platform. Wow your customers, dealers and end-users with the sleekest part ordering experience. Showcase your products and parts in stunning 3D. Let your customers and dealers instantly find the right parts and click to order in one exploded view. No more incorrect orders, only a superior customer experience. Our customers include Lotus Cars, IDEX, Lear Corporation, Maeving, BRP and more. Our Work Instructions let you customise and provide your end users a unique training experience in stunning 3D. It allows your end users to instantly find the right instructions and steps. Say goodbye to digging through stacks of PDF manuals trying to match things up. And say hello to an immersive training experience at your finger tips.

Lenso.ai is a perfect example of an AI image search tool, where you can simply search for images that you are most interested in. Thanks to advanced AI technology implemented on lenso.ai, you can easily start searching for places, people, duplicates, related or similar images. The process of reverse image search with lenso.ai is significantly more accurate and efficient compared to traditional image search. Lenso.ai as an AI-powered reverse image tool, is designed to quickly analyze the image that you are searching for, pinpointing only the best matches. Besides that, search by image with lenso.ai does not require any specific background knowledge or skills. Reverse image search is designed to fit diverse needs, whether you're a professional photographer looking for different places/landscapes/landmarks, a marketer searching for related or similar images, an enthusiast exploring the duplicates/copyright or you want to protect your privacy using face search.

Google Cloud’s Speech API processes more than 1 billion voice minutes per month with close to human levels of understanding for many commonly spoken languages. Powered by the best of Google's AI research and technology, Google Cloud's Speech-to-Text API helps you accurately transcribe speech into text in 73 languages and 137 different local variants. Leverage Google’s most advanced deep learning neural network algorithms for automatic speech recognition (ASR) and deploy ASR wherever you need it, whether in the cloud with the API, on-premises with Speech-to-Text On-Prem, or locally on any device with Speech On-Device.

imgproxy – the fastest, most flexible image processing server! imgproxy is a high-performance, secure, and open-source image processing server that gives you full control over your media pipeline. Whether you’re looking for a faster alternative to existing open-source tools, moving away from an expensive SaaS solution, or replacing a costly in-house system, imgproxy is built to handle all your image processing needs. Unlike SaaS solutions, imgproxy runs on your infrastructure, eliminating vendor lock-in and reducing cloud costs. Compared to other open-source alternatives, it is significantly faster, more secure, and easier to scale. And unlike custom-built in-house solutions, imgproxy requires no ongoing development or maintenance, saving engineering resources while delivering enterprise-grade performance. For businesses that need even more power, imgproxy Pro offers additional features, enhanced image quality, and advanced security options.

MobiPDF (formerly PDF Extra) is an intuitive and powerful PDF editor and reader designed for today’s modern user - the cost-efficient alternative to Adobe Acrobat Pro you’ve been looking for. FEATURES OVERVIEW: PDF Viewer and Reader: Switch between page views or use "Read Mode" for distraction-free reading. Create and Edit PDFs: Modify text and images or start with a blank PDF. Convert to Office Formats: Easily turn PDFs into Word, Excel, PowerPoint, and image files. Leverage OCR: Transform scanned documents into searchable PDFs. Organize PDFs: Combine, split, reorder, and compress documents. Markup and Comment: Highlight, annotate, and add bookmarks or stamps. Fill PDFs: Seamlessly fill forms or create ones from scratch. Sign PDFs: Sign your documents anywhere—no ink required! Secure Your Work: Protect files with passwords, digital signatures, and 256-bit encryption. Offline Mode: Full functionality without internet access. Translate PDFs