Annotation
The Challenge
Organizations require an effective way to source, translate and consume data.
Today, businesses need to be agile to work, grow and sustain. Achieving agility requires multiple things like:
- Data quality is one of the main challenges in ensuring the accuracy and consistency of annotations
- Annotation usually requires a large amount of data to be processed. Companies may struggle with scaling annotation efforts to handle increasing amounts of data
- If the annotation process is not carefully designed, it can introduce biases into the labeled data, which can then be propagated into machine learning models. Ensuring diversity and fairness in annotations is critical to avoid biased outcomes.
Annotation
What We Do
Bikter Tech have the infrastructure and resources to handle large-scale annotation projects. We can provide annotation services for various types of data, such as images, text, audio, and video, and can handle huge volumes of data within short timeframes.
We develop tools and techniques to ensure the quality and accuracy of annotations. They may incorporate verification and validation processes to guarantee the correctness of annotations and prevent errors.
Annotation
Our Offerings
Image Annotation
Labeling or tagging images with relevant information or annotations. Quality control mechanisms to ensure the accuracy and consistency of the annotations.Offer customer support to address any issues.
Video Annotation
Create visually appealing annotations that align with the video’s purpose and , ensuring they blend seamlessly. Strategically add interactive elements, to provide viewers with additional resources to engage further.
Text Annotation
Create visually appealing and informative annotations. From callouts and tooltips to interactive charts and diagrams, tailoring the annotations to seamlessly integrate with the content.
Audio Annotation
Create high-quality audio annotations, ensuring they align with the tone and style of the content. The audio annotations seamlessly integrate with the web page or application.
Data Labeling
The annotations align with the overall design of the web page or application, enhancing the user experience. Ensuring that the annotations are easily discoverable and interactable.
Real Time Annotation
Capture real-time data from various sources, such as sensors, APIs, or user interactions. Generate real-time annotations that dynamically update as the data evolves.
Annotation
Result We Deliver
Annotation
What We Do
Bikter Tech have the infrastructure and resources to handle large-scale annotation projects. We can provide annotation services for various types of data, such as images, text, audio, and video, and can handle huge volumes of data within short timeframes.
We develop tools and techniques to ensure the quality and accuracy of annotations. They may incorporate verification and validation processes to guarantee the correctness of annotations and prevent errors.
Annotated Data:
Deliver annotated datasets that have been labeled
Labeling Accuracy:
The annotations provided are accurate and consistent.
Data Formatting:
The annotated data is delivered in a format that is compatible with the client’s needs
Customization:
Customization options to cater to specific requirements.
Post-processing Tasks:
In addition to annotation, We post-processing tasks such as data cleaning, formatting, or augmentation to further enhance the usability of the annotated data. replenishment rates.
Annotation
How we work
Below is a summary of the operational processes followed by Bikter annotation service teams.
Robust tooling
Our team of annotators and annotation quality assurance (QA) specialists is overseen
by a dedicated project manager.
Data Ops
The dataset is imported, classes are set up, instructions are added, and the projects are exported by the project manager.
MLOps
By incorporating the data generated through Annotate, we can enhance the performance and accuracy of our machine learning models.
Annotation
Secured Annotation Compliance