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The Role of Proxy When Working with Data to Create AI

Quickly Grow Your Social Network on Instagram

Instagram often places limits or restrictions on user activity to prevent abuse. Instagram proxies can switch between different IP addresses, avoiding IP blocks or restrictions on certain actions, and never putting you or your clients’ accounts at risk again!

Data processing process optimization

The processing and analysis of massive data sets requires significant computing resources. Residential proxies help distribute queries, reduce server load, and increase data collection efficiency.
In order to reduce interference with AI models, it is necessary to minimize data distortion, which can improve the quality and accuracy of data. Residential proxies help collect data from different sources, providing a more balanced and objective data set.

Application in AI Development

High-quality training data is critical to the accuracy and performance of AI algorithms. A premium residential agent solution tailored for deep learning use cases and AI models that supports data collection in all forms and in any language. The global residential agent resource pool can acquire and organize high-quality, diverse data quickly and at scale.
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Challenges Faced by AI Model Training

Data Privacy and Security

When collecting, storing and using training data on a large scale, the data needs to be encrypted and desensitized. At the same time, it is also necessary to comply with relevant laws and regulations to ensure the legal use and confidentiality of the data.

Data Management and Quality

Establish an effective data quality control mechanism, clean and preprocess the large amounts of collected data to eliminate errors, and ensure the quality and diversity of data to effectively train AI models and improve the model's generalization ability and coverage.

Data Bias and Imbalance

The data collected may be biased and imbalanced, causing model performance to degrade. During the data collection and preparation process, care needs to be taken to avoid bias and imbalance and ensure the representativeness and balance of the data.

Data Volume and Resource Requirements

Large-scale training data requires large amounts of storage and computing resources. As the amount of data increases, the training time and storage space of the model will also increase dramatically. This requires the use of efficient algorithms and distributed computing frameworks to accelerate the model training process, and optimize storage strategies to save space.

Access localized content

Easy Integration

Control data usage

Data Extraction and Proxy Web Services

Access Localized Content from Around the World

No matter where you are, you can access local content from almost anywhere on the planet. Leverage the largest and most stable residential proxy network to bypass geo-restrictions, powered by custom solutions so you can easily collect localized public data.
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Why do professionals choose LunaProxy?

Unlimited concurrent sessions

We don't limit concurrent sessions, so you can easily scale your web scraping project at any time.

Growing Proxy pool

LunaProxy ensures our residential proxy network is continuously upgraded and expanded, with fast response times and uninterrupted data collection.

reliable network

The most reliable infrastructure to avoid IP bans and CAPTHCA, ensuring an average 99.9% success rate for your scraping projects

Residential Proxies Pricing

$-USD
Personal Plans
Enterprise Plans(Save 83%)
120GB
Total: $198
200M+
Residential ISP
Validity period
-
+
Days
$1.65/GB
Order Now
Quick payment
  • Starter includes:
  • img Popular regions: US, BR
  • img Country and city level positioning
  • img HTTP(S)/SOCKS5
  • img Unlimited concurrency and bandwidth
  • img IP lasts for 90 minutes
  • img IP availability 99.9%
  • img Invalid IP will not be billed
  • img Supports proxy manager usage
280GB
SAVE 30%
Total: $336
200M+
Residential ISP
Validity period
-
+
Days
$1.2/GB
Order Now
Quick payment
  • Starter includes:
  • img Popular regions: US, BR
  • img Country and city level positioning
  • img HTTP(S)/SOCKS5
  • img Unlimited concurrency and bandwidth
  • img IP lasts for 90 minutes
  • img IP availability 99.9%
  • img Invalid IP will not be billed
  • img Supports proxy manager usage
1000GB
SAVE 40%
Total: $880
200M+
Residential ISP
Validity period
-
+
Days
$0.88/GB
Order Now
Quick payment
  • Starter includes:
  • img Popular regions: US, BR
  • img Country and city level positioning
  • img HTTP(S)/SOCKS5
  • img Unlimited concurrency and bandwidth
  • img IP lasts for 90 minutes
  • img IP availability 99.9%
  • img Invalid IP will not be billed
  • img Supports proxy manager usage
5GB
SAVE 50%
Total: $16.5
200M+
Residential ISP
Validity period
-
+
Days
$3.3/GB
Order Now
Quick payment
  • Starter includes:
  • img Popular regions: US, BR
  • img Country and city level positioning
  • img HTTP(S)/SOCKS5
  • img Unlimited concurrency and bandwidth
  • img IP lasts for 90 minutes
  • img IP availability 99.9%
  • img Invalid IP will not be billed
  • img Supports proxy manager usage
40GB
Total: $108
200M+
Residential ISP
Validity period
-
+
Days
$2.4/GB
Order Now
Quick payment
  • Starter includes:
  • img Popular regions: US, BR
  • img Country and city level positioning
  • img HTTP(S)/SOCKS5
  • img Unlimited concurrency and bandwidth
  • img IP lasts for 90 minutes
  • img IP availability 99.9%
  • img Invalid IP will not be billed
  • img Supports proxy manager usage
2000GB
Total: $1660
200M+
Residential ISP
Validity period
-
+
Days
$0.83/GB
Order Now
Quick payment
  • Starter includes:
  • img Popular regions: US, BR
  • img Country and city level positioning
  • img HTTP(S)/SOCKS5
  • img Unlimited concurrency and bandwidth
  • img IP lasts for 90 minutes
  • img IP availability 99.9%
  • img Invalid IP will not be billed
  • img Supports proxy manager usage
3000GB
Total: $2310
200M+
Residential ISP
Validity period
-
+
Days
$0.77/GB
Order Now
Quick payment
  • Starter includes:
  • img Popular regions: US, BR
  • img Country and city level positioning
  • img HTTP(S)/SOCKS5
  • img Unlimited concurrency and bandwidth
  • img IP lasts for 90 minutes
  • img IP availability 99.9%
  • img Invalid IP will not be billed
  • img Supports proxy manager usage
5000GB
Total: $3850
200M+
Residential ISP
Validity period
-
+
Days
$0.77/GB
Order Now
Quick payment
  • Starter includes:
  • img Popular regions: US, BR
  • img Country and city level positioning
  • img HTTP(S)/SOCKS5
  • img Unlimited concurrency and bandwidth
  • img IP lasts for 90 minutes
  • img IP availability 99.9%
  • img Invalid IP will not be billed
  • img Supports proxy manager usage

Residential Proxies Pricing

$0.77

$0.66

$79

$3

$2.5

10,000+ customers trust us

Sheikh Azharuddin
By combining our proprietary algorithms with LunaProxy's advanced data center and residential proxies, we have not only revolutionized our approach, but significantly enhanced our web crawling capabilities and, most importantly, reduced our costs.
Vijay Kumar Singh
We need public data on 30,000 companies to prepare for direct marketing campaigns. LunaProxy We customized the AI model residential proxy program to quickly find or check the address and name of relevant contacts. The speed is impressive and we wouldn't be able to do it on our own.
Emmanuel Everly
Our decision to use LunaProxy was a quick and easy one as the process was very simple and performed very efficiently. Of particular note was the exceptional quality of the AI model training data obtained through the premium residential proxies provided, which really gave us confidence that we had made the right choice.
Denis Rotich
I think the best thing about this company is their support and availability in any country around the world. The AI data sets my company needs are diverse, large, and globally distributed, and the Luna team provides complete and easy-to-use API integration documentation, as well as attention to our needs and issue management when things don't immediately go as planned. All are outstanding.
Sheikh Azharuddin
By combining our proprietary algorithms with LunaProxy's advanced data center and residential proxies, we have not only revolutionized our approach, but significantly enhanced our web crawling capabilities and, most importantly, reduced our costs.
Vijay Kumar Singh
We need public data on 30,000 companies to prepare for direct marketing campaigns. LunaProxy We customized the AI model residential proxy program to quickly find or check the address and name of relevant contacts. The speed is impressive and we wouldn't be able to do it on our own.
Emmanuel Everly
Our decision to use LunaProxy was a quick and easy one as the process was very simple and performed very efficiently. Of particular note was the exceptional quality of the AI model training data obtained through the premium residential proxies provided, which really gave us confidence that we had made the right choice.
Denis Rotich
I think the best thing about this company is their support and availability in any country around the world. The AI data sets my company needs are diverse, large, and globally distributed, and the Luna team provides complete and easy-to-use API integration documentation, as well as attention to our needs and issue management when things don't immediately go as planned. All are outstanding.

Solve Your Usage Problems

What is AI training data?

AI training data refers to the collection of information used to train artificial intelligence (AI) models. The purpose of training data is to provide a rich set of examples from which the AI can learn to understand patterns, make predictions, or perform tasks. The quality and quantity of training data have a significant impact on the performance of an AI model, as it relies on this data to learn how to make decisions or accurately produce results. Essentially, AI training data is the basic knowledge that AI systems use to develop their capabilities.

From which countries can I obtain AI training data?

LunaProxy has expanded its proxy range and now you can choose from geo-located residential proxies in 195 countries. No matter where you are, in any language you need, you can quickly obtain relevant data on the Internet through the API interface we provide.

What are the common use cases for AI training data?

AI training data brings value in a variety of scenarios, such as intelligent risk control, intelligent customer service, intelligent recommendations, generative AI, etc.

Why do AI models need LunaProxy?

LunaProxy provides the most AI-friendly proxy solution that manages the unblocking process and extracts high-quality public data from even the most difficult websites.

What if I'm blocked while using LunaProxy?

If you receive a blocking response to your request to LunaProxy, please contact our support team with the list of restricted URLs and the response you received. We will investigate this matter and adjust our unlocking logic for the affected targets.

Do you provide customized solutions?

To explore custom solutions, complete your enterprise certification or contact us at [email protected].

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