Automate the data pipeline with Predictly
Build the entire data lifecycle starting from data collection to annotation with Predictly’s all-in-one data annotation platform which offers a better and faster way to annotate your data at ease.
Predictly’s AI assisted data annotation platform
(end-to-end workflow)
1. Data Collection and storage
Our platform’s data labeling starts with an analysis on the data available. If you don’t have data then don’t worry Predictly will help you to collect the right data. Predictly offers a wide range of data storage options to you.
2. Data Processing
Our data processing API helps you to process and clean the unstructured data and prepare it for the data annotation process.
3. Project setup and management
Once the data is ready, Our data annotation platform will create projects, assign annotators and track the progress automatically.
4. Data Labeling
Predictly offers both manual and automated way of annotation, to get the most of our platform we provide a human-in-loop annotation method which is based on Active learning.
A synchronization algorithm passes data points through multiple annotators to filter out mismatch labels.
5. Auto labeling in a loop
Auto labels allow users to annotate the data at scale. Our observation says auto labelling is 5x times faster than manual annotation.
6. Quality check
Predictly ensures the annotated data arrives at the user’s end with right labels that’s why we run a quality check method at the end to provide high quality and accurate annotated data.
Our platform Capabilities
Fast
Accurate
Secure
Smart labelling
Low cost
Fast
Predictly Data annotation platform labels the data at a much faster rate than any traditional method of data annotation.
Accurate
Predictly Data annotation Quality check system ensures to provide high quality and accurate labeled data.
Secure
We care about your data more than anyone else. Preserving the privacy of your data and protecting it is our utmost priority.
Smart labelling
Our Active learning based human-in-loop annotation process learns from the initial manual annotations and annotates at a faster rate in the later stages.
Low cost
Enabling state-of-the-art data annotation with minimum cost per label
Types of data annotation we offer
Natural Language Processing
Text Classification
Machine Translation
POS Tagging
Named Entity Recognition
Relation Extraction
Dependency Parsing
Question Answering
Text Classification
Text classification is the process of classifying texts/documents into specific categories.
Machine Translation
Machine translation allows you to translate one language to another language or languages.
POS Tagging
POS tagging is the process of marking/tagging words in a sentence as corresponding to a particular part of speech.
Named Entity Recognition
NER is the process of identifying the named entities for the words/tokens in a sentence/text.
Relation Extraction
Relation extraction is the method of finding the relations between the named entities.
Dependency Parsing
Dependency parsing is the way to analyze the grammatical structure of a sentence based on the dependencies of the words/tokens.
Question Answering
Question answering is a system which specifically tries to find out answers to the query. It can be both open domain and close domain.
Computer Vision
Image Classification
Object Detection
Segmentation
Landmark Annotation
OCR Annotation Image ClassificationImage Classification is a fundamental task that attempts to comprehend an entire image as a whole. The goal is to classify the image by assigning it to a specific label. Typically, Image Classification refers to images in which only one object appears and is analyzed.
Object DetectionObject detection is a method in computer vision that deals with detecting instances of semantic objects of a certain class in digital images and videos.
Segmentationsegmentation is the task of detecting and delineating each distinct object of interest appearing in an image.
Landmark AnnotationLandmark detection is a fundamental building block of computer vision applications such as face recognition, pose recognition, emotion recognition, head recognition to put the crown on it, and many more in augmented reality.
OCR AnnotationOptical character recognition or optical character reader is the electronic or mechanical conversion of images of typed, handwritten or printed text into machine-encoded text, whether from a scanned document, a photo of a document, a scene-photo or from subtitle text superimposed on an image.
Audio
Audio Transcription
Audio Classification
Audio Recognition Audio TranscriptionAudio Transcription is the process of converting speech in an audio file into a text file.
Audio ClassificationAudio classification is the process of classifying audio clips into specific categories which is defined according to the use case.
Audio RecognitionAudio Recognition is the process of understanding speeches either from human or machine and use it for speech related applications.
How you can use our Data annotation platform?
Pre annotated datasets
Predictly offers generic datasets which were pre-annotated with predefined labels.
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Build annotated datasets with custom data
Predictly can annotate your data on it’s data annotation platform if you have the data with you. Even if you don’t have data, Predictly is willing to offer you the service of data collection along with annotation.
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Building the entire data pipeline
Want to prepare your data starting from data collection to preprocessing and annotation, Predictly is the right choice for you. We will help you to build your entire data life cycle with no hassle.
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Data security:
We believe that protecting your data is the most important part of our service, and we ensure that our customer’s data runs in a fully secured environment with proper encryption configurations.
Predictly is committed to abide by the laws and regulations of your country’s data protection laws and regulations.
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