Leveraging image recognition machine learning models for your business in tasks like text detection, logo recognition, sensitive content can be used by businesses to automate processes, gain insights.
I use large language model, the vision AI build and maintained by google (https://cloud.google.com/vision?hl=en). The models can be accessed via api and I am providing the industry standard use cases below.
**Detect text in images** Detecting text can help extract data from the receipts, invoices to manage accounting or can be used as a digital paper in a database to review later. There are multiple business operations that can be automated using this technique. For example, I am identifying text from an image of the shop storefront, the picture has clear storefront name along with business information.
The machine learning model can identify texts including the name, phone number, address of the business and can be use for important business operations. Also the output can be customized as per the requirement.
**Detect humans in a picture** The model detect faces can help identify faces in a given image (https://cloud.google.com/vision/docs/detecting-faces). For example, I see many people in front of the shop, let me count how many of them are in the picture. I run the same image to the model and extracted the output.
**Logo detection** I use the same image to check if the model will predict a logo. In the below image you can see that the model predicted with 99% confidence that the logo is from the brand “Amul”.
Please comment your opinions. Thank you for reading. 😊 (image soruce: google) For business: please contact if you need customized image detection model solution for your business. email - chandan_ravi@yahoo.com
**Detect text in images** Detecting text can help extract data from the receipts, invoices to manage accounting or can be used as a digital paper in a database to review later. There are multiple business operations that can be automated using this technique. For example, I am identifying text from an image of the shop storefront, the picture has clear storefront name along with business information.
**Detect humans in a picture** The model detect faces can help identify faces in a given image (https://cloud.google.com/vision/docs/detecting-faces). For example, I see many people in front of the shop, let me count how many of them are in the picture. I run the same image to the model and extracted the output.
**Logo detection** I use the same image to check if the model will predict a logo. In the below image you can see that the model predicted with 99% confidence that the logo is from the brand “Amul”.
Please comment your opinions. Thank you for reading. 😊 (image soruce: google) For business: please contact if you need customized image detection model solution for your business. email - chandan_ravi@yahoo.com
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