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What is VisionSense?

A groundbreaking approach to real-time computer vision and advanced image processing leverages state-of-the-art convolutional neural network architectures. The applications of this technology are predominantly seen in fields like building management, identity authentication, fraud prevention, and the assurance of quality in manufacturing. With a decade of expertise, Winjit has established itself as a leading technology provider in India, known for its consistent delivery of engineering innovations in diverse industries. Their unwavering dedication to excellence fuels ongoing progress in technological solutions, ensuring they remain at the forefront of the industry. This commitment not only enhances their reputation but also drives further advancements that benefit multiple sectors.

What is DeePhi Quantization Tool?

This cutting-edge tool is crafted for the quantization of convolutional neural networks (CNNs), enabling the conversion of weights, biases, and activations from 32-bit floating-point (FP32) to 8-bit integer (INT8) format, as well as other bit depths. By utilizing this tool, users can significantly boost inference performance and efficiency while maintaining high accuracy. It supports a variety of common neural network layer types, including convolution, pooling, fully-connected layers, and batch normalization, among others. Notably, the quantization procedure does not necessitate retraining the network or the use of labeled datasets; a single batch of images suffices for the process. Depending on the size of the neural network, this quantization can be achieved in just seconds or extend to several minutes, allowing for rapid model updates. Additionally, the tool is specifically designed to work seamlessly with DeePhi DPU, generating the necessary INT8 format model files for DNNC integration. By simplifying the quantization process, this tool empowers developers to create models that are not only efficient but also resilient across different applications. Ultimately, it represents a significant advancement in optimizing neural networks for real-world deployment.

Media

Media

Integrations Supported

Additional information not provided

Integrations Supported

Additional information not provided

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$0.90 per hour
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Winjit

Date Founded

2000

Company Location

India

Company Website

winjit.com/visionsense/

Company Facts

Organization Name

DeePhi Quantization Tool

Company Website

aws.amazon.com/marketplace/pp/prodview-bwtx6kzwg3gva

Categories and Features

Computer Vision

Blob Detection & Analysis
Building Tools
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration

Categories and Features

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