This tutorial is specifically designed to guide Tremoo Scouts actions for easier navigation on the portal and in all processes therein. All Tremoo Scouts should read and understand all the information contained herein before commencing the data collection endeavor. This tutorial shall be updated regularly in the future to accommodate all additional features and services by Tremoo. Tremoo Scouts must therefore read the tutorial regularly in order to stay updated and attain smooth working at Tremoo.

INTRODUCTION

Mission Statement : To build reliable, efficient and scalable data solutions to power the future of Artificial Intelligence and Machine Learning.

Vision : We aspire to build a world of high precision in all AI-related operations by providing accurate and valuable data input to AI Tools and Machine Learning Models.

OUR VALUES

Innovation : Innovation is at the core of our culture; continuous creation, redesign as we push the boundaries of AI and ML.

Precision : We are committed to delivering data that is meticulously processed and refined, ensuring the highest level of accuracy and reliability for AI and ML model training.

Diversity : whether in geographical scales or usability scope, our data solutions are limitless.

Flexibility : We thrive in adapting to the ever-evolving landscape of technology and industry needs, proactivity and accurate forecasting.

Ethical Excellence : We ensure responsible data handling, transparency, and fairness in AI to build trust and promote ethical AI practices.

Expertise : Our team comprises experts in AI, machine learning, and Tremoo Scouts who are dedicated to delivering the highest level of expertise, ensuring the success of our clients' AI endeavors.'

Sustainability : We are committed to sustainable practices, both in terms of our business operations and the AI solutions we develop, ensuring they contribute to a sustainable future.

TREMOO OPERATIONS

Our operations comprise a 4-step process:

1.     Data collection : We endeavor to collect robust, diverse and high quality raw data as a core input to our operations. Our Tremoo Scouts adhere to the set data standards in collection, annotation and labelling making our data capacity limitless.

2.     Data Clean-up : Raw data is subjected to comprehensive analysis by our team of Data Analysts ensuring that only the seasoned data proceeds to the next stage.

3.     Data Preparation : Clean data is categorized, structured, customized in diverse forms in readiness for AI Tools and ML.

4.     Complete Datasets : Processed and complete data sets are released for utilization in ML models and diverse AI tools in businesses globally.

DEFINITION OF TERMS

Data : Data refers to raw facts or information collected and processed in various formats like text, photos, audio, and video. It forms the basis of knowledge, analysis, and insight generation.

Dataset : A dataset is an organized collection of information or data points used for analysis or reference. In AI and ML training, it consists of input data with labels (for supervised learning) or just input data (for unsupervised learning). Datasets are crucial for building and testing ML models, containing various data types like text, photos, numbers, audio, and video.

Tremoo Scout : An approved person meeting Tremoo Data Collection Requirements to gather valuable raw data used for AI and ML by locating, sourcing, and uploading unstructured data by participating in Tremoo Data Projects.

Working Age : Working age refers to the legal number of years as defined by a Tremoo Scout's State or Country to participate in the labor force and engage's in productive economic activities.

Payout : Refers to the transfer of funds from Tremoo to the Tremoo Scouts as their earnings from successful participation in Data Collection Projects through the preferred payment channels.

Payout Schedule : This is the set cycle of payouts to Tremoo Scouts by Tremoo; currently set at Thursday of each week.

Cloud Space : "Cloud Space" is virtual storage for digital data by Third Party Cloud Service Provider (CSP) which enables Tremoo Scouts to remotely upload data in absence of physical storage facilities.

TREMOO SCOUT REGISTRATION PROCESS

1.     Prospective Tremoo Scouts must complete their registration by providing accurate information either through the Tremoo website or the Tremoo mobile app.

2.     Upon successful submission of their details, they will automatically receive an activation link via email.

3.     3. These potential Tremoo scouts will utilize the email link to submit payable verification data. Only three (3) verification attempts are granted.

4.     Upon approval of test data, the users are granted access to the portal as official Tremoo Scouts.

5.     Once verified, Tremoo Scouts are expected to complete their User Profiles with personal information including selection of their preferred payment method.

6.     6. Tremoo grants Scouts 10mbs starter Cloud Space to kick start the data collection. To continue participating in Data Projects, Scouts need to secure a preferred Cloud Space Plan from the Packages provided by the Third-Party Cloud Service Provider (TP-CSP).

7.     Tremoo Scouts can access the active data collection projects on the "Project Data Desk" and participate in the preferred projects by uploading the required data while observing the Tremoo and specific Project data requirements.

8.     Tremoo Scouts can view the projects participated in as well as Approved/Rejected data under “My Projects” Tab.

9.     Tremoo Scouts can view their accumulated earnings for all approved data in the “Payments” Tab. Upon reaching the Minimum Withdrawal limit the Tremoo Scout can make a withdrawal request in line with the Payments Policy.

10.     Upon filling the Cloud Storage Space, Tremoo Scouts can renew their subscription or purchase a different package as desired for continued participation in data collection projects.

USER PROFILE SETUP

Upon successful registration, Tremoo Scouts must first complete their profile by filling out all the information required on the portal. An incomplete user profile cannot participate in Data Collection Projects. The User Email, Country and City remain un-editable after registration.
Tremoo Scouts must provide the Preferred Payment details to enable transfer of payments due via a preferred payment option. By selecting the country of residence, the Tremoo Scout is able to view the available payment options in their country.
All profile edits must be completed by clicking the "Update" button located at the right side of the profile section.

DATA COLLECTION SPECIFICATIONS

VITAL DATA COMPONENTS

The following components must be considered by Tremoo Scouts in all Data Collection and participation in projects.

Quality : Uploaded data must be accurate, adequate, complete, reliable and relevant to qualify for approval.

Originality : Uploaded data must be unique, novel and original in every aspect within the project data requirement specifications.

Clarity : Uploaded data must be readable, comprehensible and adequately labelled or annotated within the project data requirement specifications.

APPLICABLE DATA COLLECTION GADGETS

Tremoo Scouts can use the following gadgets, but are not limited to, for collecting data.

Smartphones

Portable Video Devices

Portable Audio Recording Devices

Drones and UAVs

Smart Home Devices

DATA APPROVAL CRITERIA

Tremoo's Scout data will be approved only if it meets all the listed criteria below.

Unique/original data

Clear and Sharp Images

Precise Subject Identification

Comprehensive Descriptions

High-Quality Audio

High Resolution

Accurate Data Capture

Satisfactory Picture Quality Index

Correct Data Mapping

DATA REJECTION CRITERIA

Tremoo Scouts risk their data being rejected for the following reasons

Duplication

Blurred image

Subject Imprecision

Mislabeling

Insufficient description

Poor audio sound

Poor resolution

Inaccurate capture

Poor Picture Quality Index

Wrong data mapping

CLOUD SPACE UTILIZATION

Data upload is final and irreversible. Tremoo Scouts bear the responsibility of careful utilization of their cloud space by identifying the most appropriate projects to participate in and nature of data to upload. Tremoo Scouts must strive to upload data that meets the approval criteria.

PAYMENTS

Payments for Data : Tremoo Scouts participate in various data collection projects as posted on the Project Data Desk and get paid for the approved data. For data to be approved, it has to meet all the data requirements criteria as captured in Section 6. The applicable rates for each data type are highlighted under each package. Tremoo Scouts are able to check the status of the uploaded data for each project on the “My Projects” Tab and hence view the Approved and Rejected data.

Cumulative Earnings Process : The approved project earnings are accumulated in the Tremoo Scout`s account and this can be viewed in the “Payments” tab. Approved data earnings from all projects that the Tremoo Scout has participated in are accumulated under “Accumulated Earnings” while the current earnings from approved data is available under “Available Balance”

Minimum Withdrawal Limit : Tremoo has set a minimum withdrawal limit at $20 which comprises of the cumulative total of all approved projects that the Tremoo Scout has participated in.

Payment Schedule Policy : Tremoo processes payments to Tremoo Scouts on the basis of the withdrawal requests and via the preferred payment method. Tremoo payment schedule is Weekly and payments are processed each Thursday. Withdrawal requests must be submitted by Wednesday 11:59 PM. Late withdrawal requests are processed in the next payment cycle.

Withdrawal Request Process :

1. Login to your Tremoo Account

2. Go to payments page

3. Check if the total earnings meet the minimum withdrawal amount

4. Click on Withdraw Funds

5. Check Withdrawal Request email notification

The funds are transferred through your preferred payment method on Thursday every week (subject to payment schedule policy).

LIABILITY CLAUSE

Data Privacy- As per Our Privacy Policy : Tremoo operates within California Privacy Rights Act (CPRA) among other Human Rights Laws in various states and countries. We therefore base and determine all data privacy-related concerns within the immediate legal jurisdiction guided by the US Federal Laws and California State Laws. Tremoo Scouts are also expected to be adequately acquainted with the Data Privacy and relevant laws applicable in their states and countries as they subsequently ensure to align their data collection with the prevailing laws.

Tremoo Scout Liability in Data Collection : Tremoo Scouts carry full liability of their data collection activities under the assumption of being fully aware of the prevailing Data Privacy and other applicable laws in their countries. To affirm this, all Tremoo Scouts must sign the Tremoo User Agreement prior participating in data collection for Tremoo.

Our Data Liability : Tremoo data liability applies only to the approved data uploaded to our system by the Tremoo Scouts. Rejected data as per our Data Management System is discarded instantly upon rejection.

Data Ownership after Submission : Tremoo automatically assumes full ownership of all approved and paid-for data that Tremoo Scouts upload to our system. No claim therefore can be raised by Tremoo Scouts or any other third-party regarding ownership of data uploaded, approved and paid-for on Tremoo Portal.

Tremoo Business 

1. What role does Tremoo play in building AI tools and Machine learning models?

Tremoo collects and converts raw unstructured data into model-ready datasets for AI tools and ML models. 

2. What nature of data does Tremoo use to build datasets for AI Models?

Tremoo collects vast unstructured data in the form of high quality pictures, videos, audio files and specific text and subsequently undertakes accurate labeling and annotation to make the data model-ready. 

3. How can I get customized datasets unique for my AI model needs from Tremoo?

You can contact Tremoo with your specific data needs and enjoy the vast coverage, accuracy and expertise in creating valuable datasets for your AI and ML models. 

4. How can I access ready datasets from Tremoo?

Tremoo`s massive database of ready datasets across diverse sectors and in varying data types is accessible through Tremoo API. Contact Tremoo at support@tremoo.com with your specific data needs for guidance. 

5. How does Tremoo ensure accuracy in data collection for AI Models?

Tremoo has implemented thorough data pre-processing that ensures only high quality data is utilized in building datasets. Right from data collection, only high quality data uploaded by Tremoo Scouts is approved for subsequent processing. 

6. Can Tremoo undertake specified data collection for a third party?

Third parties with unique data needs can contract Tremoo to undertake data collection in any location; complete with adequate and precise labeling and annotation. Contact Tremoo at support@tremoo.com with your specific data needs for guidance. 

7. What is the scope of data coverage for Tremoo?

Tremoo coverage is simply unlimited; we collect data across all industries. Our Tremoo Scouts are spread across the globe to collect data from any location. 

8. How does Tremoo handle data privacy and security when collecting and using data for AI models?

Tremoo operates within the California Privacy Rights Act (CPRA) in regard to data privacy. Tremoo Scouts are guided accordingly towards data collection within the confines of the specific privacy laws in their countries. 

9. Can Tremoo handle data pre-processing for third parties seeking to build AI models?

Third parties with unstructured data may contract Tremoo`s expert data pre-processing resources to generate model-ready datasets. Contact Tremoo at support@tremoo.com with your specific data needs for guidance. 

10. Does Tremoo offer consultancy services for organizations seeking to implement AI data processing models?

In addition to Tremoo mainstream services, Tremoo also offers consultancy services around AI data including training and other support services. Contact Tremoo at support@tremoo.com with your specific data needs for guidance. 

 

Tremoo Scouts

1. What is data collection for AI Models?

AI is an area of technology whereby computers are adequately trained to make decisions that otherwise human beings would. To attain accurate machine-decision making, AI models must be built using adequate and accurate data in all aspects. The quality of AI output is just as good as the data input used in building the model. 

2. What is data annotation?

This is the process of according relevant and accurate tags on collected data to make it possible for computer systems to interpret hence build functional AI tools and ML models. 

3. Do I need any special skills to successfully undertake data annotation?

There are no special skills needed to undertake data annotation. However, to attain the quality needed in data collection and annotation, one must have the relevant data collection gadgets such as high resolution camera, recording devices and essentially create adequate and accurate description of the collected data. 

4. How can I join Tremoo data collection community?

To join our Tremoo Scout community and contribute to our robust data collection, sign up on Tremoo Website or Mobile App and follow the verification process. 

5. What qualifications do I need to have to become a Tremoo Scout?

You can become a Tremoo Scout having attained the minimum working age in your country; have the requisite gadgets to capture and upload data such as smartphone with high resolution camera, sound recording devices and personal computer. You also need internet connection to access Tremoo system online. 

6. How much does Tremoo pay for data collection?

Tremoo rewards Tremoo Scout data collection efforts by paying for all approved data. Data prices vary depending on the type of data collected and Cloud Space Package. 

7. How do Tremoo Scouts collect data and share with Tremoo?

Tremoo Scouts with active Cloud Space are able to participate in data collection for ongoing projects posted on the Project Desk. Each project has specific data requirements and Tremoo Scouts may participate on the relevant projects from their Tremoo Accounts. 

8. From what locations does Tremoo recruit scouts for data collection?

Tremoo collects data from diverse locations and thus recruits Tremoo Scouts globally. Upon signup, Tremoo Scouts must indicate their countries in order to qualify to participate in projects within their locations. 

9. How can I earn through data collection at Tremoo?

Tremoo data pursuit is endless and as a Tremoo Scout, you stand to earn by participating in projects within your location. Refer to the Tremoo Scout Guide for data quality guidelines to ensure that your data uploads meet the approval criteria. 

10. Why is there a withdrawal limit in Tremoo Account?

Tremoo sets a minimum withdrawal limit in order to leverage on benefits of bulk payouts and the applicable transaction costs borne by Tremoo while transferring funds to the Tremoo Scouts.