Software Alternatives & Reviews

KopiKat VS Labelbox

Compare KopiKat VS Labelbox and see what are their differences

KopiKat logo KopiKat

Generative image data augmentation tool preserving annotations. Enhance the precision of AI models without modifying the network structure.

Labelbox logo Labelbox

Build computer vision products for the real world
  • KopiKat Landing page
    Landing page //
    2023-07-18

KopiKat generates a new, visually realistic duplicate of the original image, maintaining all critical data annotations. It alters the environment of the original images, for instance, adjusting factors like weather, seasons, and lighting conditions to add variety to datasets. This is crucial for fields such as object detection, neural network training, and transfer learning.

  • Labelbox Landing page
    Landing page //
    2023-08-20

A complete solution for your training data problem with fast labeling tools, human workforce, data management, a powerful API and automation features.

KopiKat

Website
kopikat.co
Pricing URL
-
$ Details
freemium
Platforms
Web
Release Date
2023 April

Labelbox

$ Details
freemium
Platforms
Browser
Release Date
-

KopiKat features and specs

  • API: Yes
  • Free Trial: Yes

Labelbox features and specs

No features have been listed yet.

KopiKat videos

Enhance Your Images with Kopikat | SaaS Reviews

More videos:

  • Review - KopiKat.co: 10x Your Machine Learning Data in Minutes - #OpenCV Weekly Episode 101
  • Review - Summer Wine Brewery - Kopikat : Imperial Mocha Stout - HopZine Beer Review

Labelbox videos

Review App : Labelbox

More videos:

  • Review - Machine Learning Support Engineer at Labelbox
  • Review - Bounding box annotation with Labelbox

Category Popularity

0-100% (relative to KopiKat and Labelbox)
AI
12 12%
88% 88
Data Labeling
0 0%
100% 100
Developer Tools
100 100%
0% 0
Image Annotation
0 0%
100% 100

Questions and Answers

As answered by people managing KopiKat and Labelbox.

What's the story behind your product?

KopiKat's answer

Our goal with Kopikat is to strengthen practical applications, especially in scenarios where collecting an extensive dataset proves to be difficult. Kopikat is ideally designed for datasets containing up to 5,000 images, a common feature of numerous real-world AI initiatives. It equips engineers with the ability to enhance mean average precision (mAP), broaden and vary datasets—a critical edge in fields like object detection, neural network training, and transfer learning.

What makes your product unique?

KopiKat's answer

KopiKat's operation is remarkably simple and efficient for its users. All a user has to do is upload one image from their dataset. KopiKat then produces numerous images showcasing different scenarios, like alterations in illumination or weather, all the while preserving the annotations consistently. This attribute considerably expands the diversity of the dataset without requiring extra images, and creates a comprehensive, superior-quality model that introduces diversity beyond what traditional data augmentation techniques can offer. This method has demonstrated an improvement of over 5% in mean average precision (mAP), without any alterations to the AI model.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare KopiKat and Labelbox

KopiKat Reviews

We have no reviews of KopiKat yet.
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Labelbox Reviews

  1. Unreliable

    Service goes down often. Very slow team. Slow support.

    🏁 Competitors: Diffgram
    👎 Cons:    Slow|Bad support

Top Video Annotation Tools Compared 2022
However, Labelbox only accepts .mp4 files into their platform, and only their most basic annotation modes have the full scope of video annotation options. When annotating videos with segmentation masks, annotators must step through each frame to view their work – there is no playback option.
Source: innotescus.io

Social recommendations and mentions

Based on our record, Labelbox seems to be more popular. It has been mentiond 8 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

KopiKat mentions (0)

We have not tracked any mentions of KopiKat yet. Tracking of KopiKat recommendations started around Jul 2023.

Labelbox mentions (8)

  • Ask HN: Who is hiring? (October 2022)
    Labelbox | Remote | Frontend / WebGL, Backend, Engineering Managers | https://labelbox.com Labelbox is building the training data platform to power breakthroughs in machine learning. We provide an end to end solutions for the full AI lifecycle from creating catalogs of unstructured data all the way to building the tools for humans to label the data to teach machines. Why choose us? - Source: Hacker News / over 1 year ago
  • Model Assisted Labeling using Label box
    Hey, I have currently developed a U-Net model for segmentation and I am trying to use the model assisted labeling feature on LabelBox to annotate some masks, so I can save time on relabeling. I am just wondering if anyone is familiar with this feature or can give me a step by step guideline on how to go about doing this. I went through the examples on their GitHub but I’m honestly still very confused. Any help... Source: almost 2 years ago
  • What MDR is doing: a Machine Learning perspective
    By now, I hope you see where I'm going with this. What is MDR doing? They're creating the labelled data used to train severance chips. They get a raw download of human brains in encoded format, and go about manually labelling the different pieces based on their most basic elements. Then, based on this manually labelled data, an algorithm can be trained to create a severance chip. MDR is basically Labelbox for... Source: almost 2 years ago
  • [D] Any recommendations for image annotation software .
    LabelBox - they provide free versions for research. Source: about 2 years ago
  • Video box annotation tool for Google Cloud Video Intelligence autoML CSV format ?
    Doing some progress, labelbox.com allows me to do the Video annotation, and access all data through python SDK/API... Working on converting myself to CSV GCP format :-). Source: about 2 years ago
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What are some alternatives?

When comparing KopiKat and Labelbox, you can also consider the following products

Label Studio - Open Source Data Labeling Platform for AI Model Tuning

Playment - Playment is a fully-managed solution offering training data for AI, transcription, data collection and enrichment services at scale.

Gretel AI Beta² - Generate unlimited synthetic data in minutes

V7 - Pixel perfect image labeling for industrial, medical, and large scale dataset creation. Create ground truth 10 times faster.

Generated Photos Datasets - Reduce bias in AI systems with synthetic face datasets

Supervisely - Supervisely helps people with and without machine learning expertise to create state-of-the-art...