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Ready-to-Use AI Datasets!

Explore 2000+ Unbiased & Ethically sourced datasets across various AI technologies like Speech Recognition, Computer Vision, Natural Language Processing, Optical Character Recognition, Generative AI, Machine Translation, etc!

Explore 2000+ Unbiased & Ethically sourced datasets across various AI technologies like Speech AI, Vision AI, Language AI, Generative AI, etc!

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Diverse Speech DatasetsAbout Gradient Line
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BLOGS

Know why, what, when, where and how of the AI, ML & Training dataset

Custom Speech datasets for Indian languages

Speech Data

Indian Languages

Speech Data for Indian Languages: Fueling India’s AI Revolution

If you are Building AI models for Indian languages and looking for high quality speech datasets, then FutureBeeAI will definitely help you. We FutureBeeAI provide all types of speech datasets for Indian languages that we have mentioned in this article.

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24 August 2024
Product classification data labeling services

Data Annotation

Product Categorisation

What is Product Categorisation and Its Impact on Your Ecommerce Business?

Product categorization or product classification involves organizing items into logical groups based on their characteristics, attributes, and functionalities. By structuring products into distinct categories and subcategories, e-commerce platforms can streamline the browsing and search process for users, ultimately leading to higher conversion rates and increased sales.

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9 May 2024
OCR and Text Recognition AI

OCR

Text Recognition

Fundamentals of OCR & Text Recognition & Its Training Datasets.

A foundational understanding of OCR and text recognition. Deep dive into different types of training datasets to train and fine-tune the OCR and text recognition models.

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16 April 2024
Indian languages speech data for speech recognition
18 min
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24 August 2024
Speech Data
Indian Languages

Speech Data for Indian Languages: Fueling India’s AI Revolution

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What is product categorisation?
5 min
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9 May 2024
Data Annotation
Product Categorisation

What is Product Categorisation and Its Impact on Your Ecommerce Business?

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OCR AI Technology
7 min
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16 April 2024
OCR
Text Recognition

Fundamentals of OCR & Text Recognition & Its Training Datasets.

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What is search relevance?
12 min
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9 April 2024
Data Annotation
Search Relevance

Become a Data Labeler for Improving Search Relevance: Understand Search Relevance

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What is Video Speech Training Data?
9 min
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5 March 2024
Visual Speech Data

Visual Speech Data for Audio-Visual Speech Recognition

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Real vs Synthetics Invoice
13 Min
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20 February 2024
Real Invoice Dataset
Synthetic Invoice Dataset

Real vs Synthetic Invoice Dataset

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What is training data for documemt processing
9 Min
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13 February 2024
Image Data
Document processing

Exploring Training Datasets for Document Processing 2024

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Video training data for AI models
10 Min
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6 February 2024
Image Data
Video Data

Video Data and Image data for Training Computer Vision models

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Invoice dataset for OCR
22 Min
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30 January 2024
OCR Dataset
Invoice Processing

Understanding Invoice Dataset for AI and OCR Model

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OCR for Invoice Processing
9 min
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23 January 2024
OCR
Invoice Processing

Invoice Processing with AI! [2024]

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Domain specific parallel corpora
7 min
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16 January 2024
Parallel corpora
Machine Translation

What is Parallel Corpora or Training data for Neural Machine Translation?

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Facial recognition
13 min
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09 January 2024
Facial Recognition

Understanding Fundamentals of Facial Recognition! [2024]

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Image for text Recognition
10 min
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02 January 2024
Text Data
Text Recognition

How is AI-powered OCR Transforming Industries?

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In-car built voice assistant
13 min
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26 December 2023
In-car voice assistant
ASR

In Car Voice Assistant & It’s Speech Dataset!

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Ready to deploy speech datasets
11 min
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19 December 2023
OTS Data
Speech Data

Are you buying OTS speech data? Be aware and check these things!

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Visual question answer data
8 min
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12 December 2023
VQA
Question-Answering

What is Visual Question Answering: Image Based Question Answer Datasets?

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Design voice assistant with custom wake words
15 min
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14 November 2023
Voice Commands
Wake Words

Voice Assistant Speech Dataset: Wake words and Voice Commands

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Speech data for voice assistant
10 min
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07 November 2023
Smart Device
Voice Assistant

Speech Data for Voice Assistant on Smart IOT Devices

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Supervised fine-tuning for LLMs
22 min
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31 October 2023
SFT
LLM

Supervised Fine-tuning for Large Language Model

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High Quality Training Data for Banking
22 min
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24 October 2023
Customer Experiences
Banking Data

Best Banking Dataset for Machine learning: Empowering Customer Experiences

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5 Pillars to Building Trust in AI Systems
11 min
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17 October 2023
Trust in AI
AI for ALL

5 Pillars to Building Trust in AI Systems

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Bit Depth of Speech data
13 min
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10 October 2023
Bit Depth
ASR

Detailed Guide on Bit Depth for ASR! [2023]

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Data Evaluation for Large language Model
12 min
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03 October 2023
Data Evaluation
Generative Ai

Data Evaluation for LLM: Enhancing Accuracy & Responsibility

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sample rate for asr
12 Min
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26 September 2023
Sample Rate

Detailed Guide on Sample Rate for ASR! [2023]

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Consent leads to ethical data collection!
7 min
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19 September 2023
Informed consent
Data Contributor

Necessity of Informed Consent for Data-Centric AI

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Development of LLM
15 Min
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12 September 2023
Pre-training
SFT
RLHF

How LLMs Are Build? In Depth Explanation!

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Training Data Partner
10 min
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05 September 2023
Mixed accent
Diverse data

Mixed Speech Accents: Challenges in ASR Model Training

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How to prepare training dataset for speech recognition
11 min
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29 August 2023
Training Data
Training Data Preparation

How to prepare training data for Speech Recognition models?

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Reinforcement Learning Technique in Machine learning
24 min
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22 August 2023
Reinforcement Learning

Demystifying Reinforcement Learning in Artificial Intelligence

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Prompt and completion in LLMs
19 min
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15 August 2023
Prompt & Completion
Large Language Model

Prompt & Completion: Building Blocks for Large Language Model

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Importance of Diversity in Training Data
14 Min
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08 August 2023
Data Diversity
Training Data

Why is Training Data Diversity Important for Machine Learning, AI

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AI training data partner
19 min
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01 August 2023
Training Data
Data Partner

The Blueprint to Choose the Right AI Training Data Partner!

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Language Model Evaluation with HITL
11 min
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25 July 2023
Large Language Model
Human in the Loop

Large Language Model: Data, Human in the Loop for Fine-Tuning

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Fine Tuning with Custom Data
9 min
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19 July 2023
Fine-Tuning
Custom Training Data

Fine-Tuning AI Models with Custom Training Data

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Speech recognition vs voice recognition
20 min
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12 July 2023
Speech Recognition
Voice Recognition

Speech Recognition vs. Voice Recognition: In Depth Comparison

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Essential elements of high-quality call center speech data
15 min
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5 July 2023
Call center speech data
ASR

8 Elements of a High-Quality Call Center Speech Dataset

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Call center speech data
12 Min
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27 June 2023
Conversational AI
Call Center

5 Reasons Why Call Center Speech Data is a Gold Mine!

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ASR breaks boundaries, revolutionizing conversational AI in call centers, leading to improved customer experiences
21 Min
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21 June 2023
ASR
Conversational AI

How ASR Revolutionizes Conversational AI in Call Centers

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Discover the key obstacles that Generative AI encounters, shedding light on the significant challenges faced by this cutting-edge technology
10 Min
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12 June 2023
Generative AI
Challenges

5 Biggest Challenges Facing Generative AI

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Gain a comprehensive understanding of 9 effective methods to prevent overfitting, explained in detail for optimal results.
20 Min
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17 April 2023
Overfitting

9 Obvious Ways to Prevent Overfitting. Detailed Explanation!

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Discover the intense AI chat bot showdown: Google’s Bard vs Microsoft’s Bing Search.
5 Min
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13 April 2023
ChatGPT
Bard

The AI Chat Bot Battle: Google’s Bard vs Microsoft’s Bing Search

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Dive into the realm of Generative AI, exploring novel advancements and their potential uses.
15 Min
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10 April 2023
Generative AI
Content generation

Generative AI: Exploring the Latest Developments and Applications

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This training set has been specifically prepared for speech recognition and is ready to be deployed for use in applications that require speech recognition.
10 Min
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06 April 2023
Custom training Data
Speech Data

Speech Recognition: Curate Ready to Deploy Training Dataset

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Find out the top 7 ASR applications transforming industries, spurring innovation and opportunity in 2023.
16 min
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03 April 2023
ASR Applications

Top 7 ASR Applications Revolutionizing Industries in 2023

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Explore best practices for creating engaging and effective conversational AI interactions.
25 min
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30 March 2023
Conversational AI

🗯️Hello, Conversational AI: 👋Hi There!

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An in-depth analysis of Word Error Rate and its contribution to advancing the accuracy of Automatic Speech Recognition systems.
13 min
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27 March 2023
Word Error Rate
ASR

Breaking Down Word Error Rate: An ASR Accuracy Optimization

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Mastering Overfitting and Underfitting with Straightforward ML Guide
18 Min
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23 March 2023
Overfitting
Underfiltering

Simplest Guide on Overfitting and Underfitting in Machine Learning

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This image shows the potential of language models in natural language processing tasks, such as text classification, question answering, and summarization.
18 Min
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20 March 2023
Language Model

What is a Language Model: Introduction, Use Cases

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Gain insights into Narrow AI and AGI, and explore their fundamental differences, applications, and potential.
20 Min
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16 March 2023
Narrow AI & AGI

What are Narrow AI and Artificial General Intelligence(or AGI)?

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Become an expert in audio annotation with this comprehensive guide. Get all the information you need to master the topic.
32 Min
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13 March 2023
Audio Annotation

Extensive Guide to Audio Annotation. Everything You Need to Know!

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Are you looking for ways to reduce the cost of your data collection process? From pre-made datasets to ethical considerations, we explore seven effective strategies for lowering costs without compromising quality
17 Min
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09 March 2023
Cost effective training dataset

7 Strategies to Minimize the Cost of Training Dataset Collection

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Need speech data to build a speech recognition model? Our top resources for gathering speech data are here to help. Explore our recommended sources to collect the data you need to develop a high-performance speech recognition model.
21 Min
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06 March 2023
Speech Recognition
Data Collection

Top Sources for Speech (or Voice) Data Collection

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becoming-a-successful-data-labeler--step-by-step
11 Min
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02 March 2023
Data Annoation
Data Annotator

How to Become a Successful Freelance Data Annotator

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Learn about the crucial role of Image Segmentation in Computer Vision and how it helps to improve image processing, analysis and understanding.
16 Min
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27 February 2023
Computer vision
Image segmentation

Image Segmentation: A Key Technique in Computer Vision

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Gather bespoke speech data effortlessly and quickly with the simplest and fastest approach available
12 Min
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23 February 2023
Custom Speech Data Collection

Easiest and Quickest Way to Collect Custom Speech Dataset

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Get a better understanding of image recognition technology and learn about its subsets and algorithms. Demystify the power of AI in the visual world.
22 Min
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20 February 2023
Computer Vision

Demystifying Image Recognition Demystified: Algorithms and Applications?

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Find out the key role of transcription in improving automatic speech recognition quality and unlocking its full potential.
19 Min
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16 February 2023
Transcription

Transcription:The Key to improving Automatic Speech Recognition

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Quality Matters: Understanding the Importance of a Good Dataset for AI Training
19 Min
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09 February 2023
Quality training dataset

Quality Dataset for Robust AI! What makes an ideal Training Dataset?

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NLP Text Annotation brings meaning to raw text data, enabling improved results in tasks such as Named Entity Recognition, Sentiment Analysis, and Text Classification
14 Min
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06 February 2023
NLP
Text Annotation

Different Types of Text Annotations in Natural Language Processing

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Polygon Annotation Techniques for Computer Vision Applications
14 Min
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01 February 2023
Data Annotation
polygon Annotation

Polygon Annotation: Methods, Reasons, and Use Cases

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5 Strong Reasons to Choose FutureBeeAI as Your Data Sourcing Partner
14 Min
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30 January 2023
Data Annotation
AI Data

5 Ways to Supercharge Data-Sourcing & Annotation with FutureBeeAI

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Critical Factors for Choosing the Right Data Annotation Outsourcing Company
11 Min
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25 January 2023
Data Annotation
Computer Vision

Important Factors to Consider When Choosing a Data Annotation Outsourcing Service

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Machine_Learning_Data_Annotation_and_Labeling_Techniques_For_Beginers
18 Min
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23 January 2023
Machine Learning
Data Annotation

Data Annotation and Labeling Techniques for Machine Learning: A Beginner’s Guide

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22 Min
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19 January 2023
Speech data
Automatic Speech Recognition

Revolutionizing Communication with Automatic Speech Recognition: A Guide to ASR and Speech Datasets Types

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blog card img
12 Min
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17 January 2023
Data annotation
Computer vision

Data Annotation Techniques for Computer Vision: A Look at the Most Common Types

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Training dataset for machine learning
12 Min
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11 January 2023
AI Training Data

All about Training Dataset in Machine Learning

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AI understanding real world
11 Min
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5 January 2023
Artificial Intelligence
AI dataset

What is artificial intelligence (AI) & how does it comprehend the real world?

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Driver Monitoring System for Automotive AI
6 Min
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03 January 2023
Conversational AI
Voicebot

Conversational AI: A Speech Data Collection Methods

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AI application in Banking, finance, and insurance industry to enhance customer experience
7 Min
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27 December 2022
Banking & Finance
Insurance

How AI Enables Better Customer Experience in the BFSI?

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Driver Monitoring System for Automotive AI
8 Min
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20 December 2022
Automotive AI
Driver Monitoring System

What is Driver Drowsiness Detection System & How does training data aid DDS algorithms?

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Explore how ADAS technologies are driving the future of the automotive industry, revolutionizing safety and shaping the way we travel on the road.
42 Min
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13 December 2022
Automotive AI
ADAS

What is ADAS? Explore Every Aspect of Driving Assistance

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