In image processing, a kernel, convolution matrix, or mask is a small matrix. It is used for blurring, sharpening, embossing, edge detection, and more. This is accomplished by doing a convolution between a kernel and an image. In this article, here are some conventions that we are following — We are specifically referring to 2D convolutions that are usually applied on 2 matrix objects such as images. These concepts also apply for 1D and 3D convolutions, but may not correlate directly. While applying 2D convolutions like 3X3 convolutions on images, a 3X3 convolution filter, in general will always have a
The Leading Visual AI Company
We help our clients leverage Visual AI to solve real-world business problems.
We enable our customers succeed in training and deploying production machine learning models & artificial intelligence
What is Visual AI?
Does your business handle visual data like images, video and documents?
Do you need to identify what's in an image or a document for your business or product workflow?
Do you need to quickly train and deploy a machine learning model?
We are Visual AI Experts
Our team of skilled data scientists and machine learning engineers will quickly train and deliver highly precise and accurate machine learning models for your visual data.
How Visual AI Works:
Why IceCream Labs?
We drive revenues for your business
We've processed over 150 million products and 100+ million images.
What our customers are saying:
IceCream Labs has built multiple models for Walmart using their Visual AI Platform. As a result, we’ve seen sales performance improvements across the product line, everywhere that IceCream Labs touched the data.
Director, Walmart Labs
Are you ready to improve your revenues, optimize operations and increase customer satisfaction with more accurate Visual AI models?
Some of the world's biggest CPG manufacturers and retailers benefit from our Visual AI models.
Deep learning applications built around our models have delivered results with absolute precision, accelerating revenues 4x for our customers.
Ready to Learn More?
Page [tcb_pagination_current_page] of [tcb_pagination_total_pages]
Ready to take the next step?
Ready to see it in Action?
Schedule a one-on-one today and see just how quickly IceCream Labs can help you train and deploy new visual machine learning models that accelerate your business.
- Skilled expertise