Logo detection API, also called Logo Recognition API, helps creators put logo detection abilities into their software, websites, or apps. It can automatically identify and analyze logos in videos or images and provide details like logo position, confidence ratings, and additional metadata if possible. Valuable for keeping an eye on your brand, studying marketing data, and checking content, logo detection APIs apply computer science techniques to detect and monitor your logos online.
These automated tools use machine learning and computer vision algorithms to quickly and accurately recognize and track your logos across different media sources. By using this service, businesses can oversee their brand without any hassle.
For users seeking a cost-effective engine, opting for an open-source model is the recommended choice. Here is the list of the best Logo Detection Open Source Models:
This open source model can be used for logo detection in images.
DETR is a Transformer-based object detection model published by Facebook AI in 2020. DeepLogo2 is a brand logo detection system using DETR.
Detectron2 is Facebook AI Research's next-generation library that provides state-of-the-art detection and segmentation algorithms. It is the successor of Detectron and maskrcnn-benchmark. It supports a number of computer vision research projects and production applications on Facebook. This can also be used for logo detection.
TensorFlow Object Detection API provides pre-trained models for object detection, and you can fine-tune them on your specific task, such as logo detection.
OpenCV is a computer vision library that includes tools for image processing. You can use it along with other frameworks for building a logo detection system.
MXNet is an open-source deep learning framework. It provides tools for building and training models, and you can find models and implementations for logo detection using MXNet.
While open source models offer many advantages, they also come with some potential drawbacks and challenges. Here are some cons of using open source models:
Given the potential costs and challenges related to open-source models, one cost-effective solution is to use APIs. Eden AI smoothens the incorporation and implementation of AI technologies with its API, connecting to multiple AI engines.
Eden AI presents a broad range of AI APIs on its platform, customized to suit your specific needs and financial limitations. These technologies include data parsing, language identification, sentiment analysis, logo recognition, question answering, data anonymization, speech recognition, and numerous other capabilities.
To get started, we offer free $10 credits for you to explore our APIs.
Our standardized API enables you to integrate Object Detection APIs into your system with ease by utilizing various providers on Eden AI. Here is the list (in alphabetical order):
api4ai offers a Brand Recognition API, an off-the-shelf solution for logo recognition of renowned brands. The API deploys a robust algorithm that can identify familiar logos even in difficult conditions such as inadequate lighting, rotation, and minor distortions. Once logos are detected, the API presents the most likely brand in the image along with a confidence level value.
Clarifai's API for detecting logos provides a precise and adaptable solution for identifying logos in images. By utilizing deep learning models and computer vision techniques, the API can detect more than 6,500 logos from critical brands and customer requests.
Google Cloud Vision provides a Logo Detection API capable of identifying well-known logos and trademarks. This API can detect logos in images and videos, providing data about their location, size, and orientation. It is noteworthy that the API can identify logos that are partially obscured, tilted, or at an angle.
Microsoft Azure's Computer Vision provides a Logo Detection API that can identify well-known logos and trademarks within images. The API furnishes information on logo position, dimensions, and orientation. Furthermore, Microsoft Azure’s API stands out in detecting logos in various images, even those with low-quality or inadequate lighting.
Smartclick offers sophisticated technology that effortlessly recognizes and locates logos. Its system is founded on an extensive range of brand logo images (200+ real-life brand logo categories), which enables the API to recognize widespread brand logos in images, videos, and GIFs.
Eden AI offers a user-friendly platform for evaluating pricing information from diverse API providers and monitoring price changes over time. As a result, keeping up-to-date with the latest pricing is crucial. The pricing chart below outlines the rates for smaller quantities for November 2023, as well as you can get discounts for potentially large volumes.
Eden AI is the future of AI usage in companies: our app allows you to call multiple AI APIs.
You can see Eden AI documentation here.
The Eden AI team can help you with your Object Detection integration project. This can be done by :