Clarifai vs. MatConvNet vs. Python Comparison


Clarifai	MatConvNet VLFeat	Python	+
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About Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for developing better, faster and stronger AI. We help our customers create innovative solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. The platform comes with the broadest repository of pre-trained, out-of-the-box AI models built with millions of inputs and context. Our models give you a head start; extending your own custom AI models. Clarifai Community builds upon this and offers 1000s of pre-trained models and workflows from Clarifai and other leading AI builders. Users can build and share models with other community members. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been recognized by leading analysts, IDC, Forrester and Gartner, as a leading computer vision AI platform. Visit clarifai.com	About The VLFeat open source library implements popular computer vision algorithms specializing in image understanding and local features extraction and matching. Algorithms include Fisher Vector, VLAD, SIFT, MSER, k-means, hierarchical k-means, agglomerative information bottleneck, SLIC superpixels, quick shift superpixels, large scale SVM training, and many others. It is written in C for efficiency and compatibility, with interfaces in MATLAB for ease of use, and detailed documentation throughout. It supports Windows, Mac OS X, and Linux. MatConvNet is a MATLAB toolbox implementing Convolutional Neural Networks (CNNs) for computer vision applications. It is simple, efficient, and can run and learn state-of-the-art CNNs. Many pre-trained CNNs for image classification, segmentation, face recognition, and text detection are available.	About The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Clarifai provides a platform for data scientists, developers, researchers and enterprises to master the entire artificial intelligence lifecycle.	Audience Anyone in need of a deep learning software	Audience Developers interested in a beautiful but advanced programming language
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
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Pricing $0 Free Version Free Trial	Pricing No information available. Free Version Free Trial	Pricing Free Free Version Free Trial
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Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Clarifai Founded: 2013 United States www.clarifai.com	Company Information VLFeat United States www.vlfeat.org/matconvnet/	Company Information Python Founded: 1991 www.python.org
Alternatives Alegion	Alternatives IBM Watson Machine Learning Accelerator IBM	Alternatives IBM SPSS Statistics IBM
SUPA	LiveLink for MATLAB Comsol Group	AMPL
Deep Block Omnis Labs	DataMelt jWork.ORG	AppleScript Apple
Google Cloud Vision AI Google	MATLAB The MathWorks	IronPython
Hive Data Hive View All	VisionPro Deep Learning Cognex View All	Cython View All
Categories AI Inference Artificial Intelligence Computer Vision Content Moderation Data Labeling Deep Learning Facial Recognition Image Annotation Image Recognition Machine Learning Metadata Management Natural Language Generation Natural Language Processing Product Recommendation Engines Speech Recognition Video Annotation Visual Search	Categories Deep Learning	Categories Programming Languages
Show More Features Artificial Intelligence Features Chatbot For eCommerce For Healthcare For Sales Image Recognition Machine Learning Multi-Language Natural Language Processing Predictive Analytics Process/Workflow Automation Rules-Based Automation Virtual Personal Assistant (VPA) Computer Vision Features Blob Detection & Analysis Building Tools Image Processing Multiple Image Type Support Reporting / Analytics Integration Smart Camera Integration Content Moderation Features Artificial Intelligence Audio Moderation Brand Moderation Comment Moderation Customizable Filters Image Moderation Moderation by Humans Reporting / Analytics Social Media Moderation User-Generated Content (UGC) Moderation Video Moderation Data Labeling Features Human-in-the-loop Labeling Automation Labeling Quality Performance Tracking Polygon, Rectangle, Line, Point SDK Supports Audio Files Task Management Team Collaboration Training Data Management Deep Learning Features Convolutional Neural Networks Document Classification Image Segmentation ML Algorithm Library Model Training Neural Network Modeling Self-Learning Visualization Machine Learning Features Deep Learning ML Algorithm Library Model Training Natural Language Processing (NLP) Predictive Modeling Statistical / Mathematical Tools Templates Visualization Natural Language Processing Features Co-Reference Resolution In-Database Text Analytics Named Entity Recognition Natural Language Generation (NLG) Open Source Integrations Parsing Part-of-Speech Tagging Sentence Segmentation Stemming/Lemmatization Tokenization Speech Recognition Features Audio Capture Automatic Form Fill Automatic Transcription Call Analysis Concatenated Speech Continuous Speech Customizable Macros Multi-Languages Specialty Vocabularies Speech-to-Text Analysis Variable Frequency Voice Recognition Visual Search Features Barcode Recognition Catalog Management Customer Activity Tracking Filtering Image Tagging IP Protection Mobile App Optical Character Recognition Product Recommendations Product Search Reverse Image Search Video Search	Show More Features Deep Learning Features Convolutional Neural Networks Document Classification Image Segmentation ML Algorithm Library Model Training Neural Network Modeling Self-Learning Visualization
Integrations 2Captcha ChatGPT Pro Codeflash DB PowerStudio Eventarc GPT Pilot GPT-5 nano Intel Tiber AI Studio Neurotechnology AI SDK Parallel RA.Aid Replicate Scapy Snappytick Socket Tabnine TeamStation TextMate Upsonic gTTS Show More Integrations View All 10 Integrations	Integrations 2Captcha ChatGPT Pro Codeflash DB PowerStudio Eventarc GPT Pilot GPT-5 nano Intel Tiber AI Studio Neurotechnology AI SDK Parallel RA.Aid Replicate Scapy Snappytick Socket Tabnine TeamStation TextMate Upsonic gTTS Show More Integrations	Integrations 2Captcha ChatGPT Pro Codeflash DB PowerStudio Eventarc GPT Pilot GPT-5 nano Intel Tiber AI Studio Neurotechnology AI SDK Parallel RA.Aid Replicate Scapy Snappytick Socket Tabnine TeamStation TextMate Upsonic gTTS Show More Integrations View All 1245 Integrations
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