Frigate+ vs. Google Cloud Vision AI Comparison


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About Frigate is an open-source NVR built around real-time AI object detection. All processing is performed locally on your own hardware, and your camera feeds never leave your home. Traditional NVRs can require hours of fine tuning to reduce false positive rates because they rely on simple motion detection. By offloading object detection to the Google Coral TPU, even modest hardware can run advanced analysis to determine if the motion is actually a person, car, or other object of interest. With Frigate's local processing, there is no need to pay for your personal camera footage to be sent to the cloud for analysis. Stop reviewing shadows and wind and start reviewing detections that matter. Let Frigate's AI scrub your video feeds for you. With a single Google Coral TPU, Frigate can run 100+ object detections per second so it doesn't miss a single frame. Frigate tracks objects in real-time and can determine the exact moment a person starts walking up your front steps.	About Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more. Google Cloud offers two computer vision products that use machine learning to help you understand your images with industry-leading prediction accuracy. Automate the training of your own custom machine learning models. Simply upload images and train custom image models with AutoML Vision’s easy-to-use graphical interface; optimize your models for accuracy, latency, and size; and export them to your application in the cloud, or to an array of devices at the edge. Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog.
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 Enterprises and security teams seeking a solution to monitor their security cameras with locally processed AI	Audience AI developers in need of a complete Computer Vision solution
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Frigate+ United States frigate.video/	Company Information Google Founded: 1998 United States cloud.google.com/vision
Alternatives ACTi ACTiACTi Corporation	Alternatives Amazon Rekognition Amazon
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Calipsa	Betaface
DeepAlert	Clarifai
icetana View All	Supervisely View All
Categories Video Analytics	Categories AI Tools AI Visual Inspection Computer Vision Data Labeling Emotion Recognition Facial Recognition Image Annotation Image Processing API Image Recognition Intelligent Document Processing Machine Learning OCR Video Analytics Video Annotation Visual Search
	Show More Features Computer Vision Features Blob Detection & Analysis Building Tools Image Processing Multiple Image Type Support Reporting / Analytics Integration Smart Camera Integration 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 Emotion Recognition Features Facial Emotions Facial Expression Analysis Machine Learning Photo Emotions Speech Emotions Video Emotions Written Text Emotions Machine Learning Features Deep Learning ML Algorithm Library Model Training Natural Language Processing (NLP) Predictive Modeling Statistical / Mathematical Tools Templates Visualization OCR Features Batch Processing Convert to PDF ID Scanning Image Pre-processing Indexing Metadata Extraction Multi-Language Multiple Output Formats Text Editor Zone Selection Tool 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
Integrations Docker Flows Gemini 1.5 Flash Gemini 1.5 Pro Gemini 2.0 Gemini 2.0 Flash Gemini Advanced Gemini Nano Gemini Pro GitHub Google Cloud Natural Language API Google Cloud Platform ImageBank X Latenode Orange Logic OrangeDAM Python Quickwork Relevance AI Vertex AI censhare Show More Integrations View All 2 Integrations	Integrations Docker Flows Gemini 1.5 Flash Gemini 1.5 Pro Gemini 2.0 Gemini 2.0 Flash Gemini Advanced Gemini Nano Gemini Pro GitHub Google Cloud Natural Language API Google Cloud Platform ImageBank X Latenode Orange Logic OrangeDAM Python Quickwork Relevance AI Vertex AI censhare Show More Integrations View All 19 Integrations
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