Pixel Annotation - Data Annotation Services

BACKGROUND

Please describe your company and position.

I am an executive of Gemperts India

Describe what your company does in a single sentence.

We specialize in AI development services.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Pixel Annotation - Data Annotation Services to accomplish?

• Acquire data from open source platforms
• Data Annotation and Labeling for Videos and Images for niche project

SOLUTION

How did you find Pixel Annotation - Data Annotation Services?

Online Search

Why did you select Pixel Annotation - Data Annotation Services over others?

• Pricing fit our budget
• Great culture fit
• Company values aligned

How many teammates from Pixel Annotation - Data Annotation Services were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

We have provided Pixel Annotation with multiple videos. Asked them to extract some important frames. Look for specific target object and actions. Then annotate those frames (images) for segmentation tasks. Basically we want to train segmentation model. Pixel Annotation has to label objects using polgyon annotation.

• Deliverable: 
  Images and their respective label files

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

We checked the deliverables from the team Pixel Annotation. 
Our internal team checked random labelled data (Images and labels)
Model trained on their data worked as expected.

We were able to detect and segmentify target objects with accuracy close to 94%.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

From team Pixel Annotation we were assigned one technical guy. Initial meeting was done with CEO. Second meeting with technical person. He was SPOC for our project. He did incredible job of delivering labeled data on time. 

At some point we had some clash but team solved it with utmost attention and details.
CEO regularly took feedback from out team.

What was your primary form of communication with Pixel Annotation - Data Annotation Services?

Virtual Meeting

What did you find most impressive or unique about this company?

They have a dedicated team for each annotation task. They deliver what they promise.

Are there any areas for improvement or something Pixel Annotation - Data Annotation Services could have done differently?

In terms of work no.

In terms of marketing yes. They really need some marketing. They are much capable of doing work compared to what they are showing.

BACKGROUND

Please describe your company and position.

I am the CEO of a medical company 

Describe what your company does in a single sentence.

Improving workflow in surgery. 

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Pixel Annotation - Data Annotation Services to accomplish?

• Annotations of medical images

SOLUTION

How did you find Pixel Annotation - Data Annotation Services?

Online Search

Why did you select Pixel Annotation - Data Annotation Services over others?

Great culture fit

Describe the scope of work in detail. Please include a summary of key deliverables.

They took efforts to understand work and did their best to get the job done in time. 

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Results of model trained based on the images. 

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The response was good. Delivery was timely. 

What was your primary form of communication with Pixel Annotation - Data Annotation Services?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Pixel Annotation - Data Annotation Services was quick and efficient.

Are there any areas for improvement or something Pixel Annotation - Data Annotation Services could have done differently?

Annotation team can be better trained to reduce variability.