# Bounding Boxes for Machine Learning and Computer Vision Datasets Reviews
**Vendor:** AnnotateIt  
**Category:** [Data Labeling Software](https://www.g2.com/categories/data-labeling)  
**Average Rating:** 4.0/5.0  
**Total Reviews:** 1
## About Bounding Boxes for Machine Learning and Computer Vision Datasets
Data labeling services for bounding boxes in machine learning and computer vision datasets: draw a box around an area of interest and annotate it with a category from upto 10 categories.




## Bounding Boxes for Machine Learning and Computer Vision Datasets Reviews
  ### 1. Bounding boxes for ML and CV data sets works great for generating training data

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** September 24, 2021

**What do you like best about Bounding Boxes for Machine Learning and Computer Vision Datasets?**

Bounding boxes for ML and CV datasets is a big need to generate training data. It makes it easy to hand off the generation of training data to the product and get back images with bounding boxes and plug them into the training data for custom use cases.

**What do you dislike about Bounding Boxes for Machine Learning and Computer Vision Datasets?**

Accuracy of bounding boxes could be an issue - but it isn't seen much yet. So far it is giving pretty high accuracy with bounding boxes.

**What problems is Bounding Boxes for Machine Learning and Computer Vision Datasets solving and how is that benefiting you?**

Using datasets from different domains, such as fashion datasets to train different models to learn different kinds of fashion trends. The bounding boxes are very useful to generate training dataset to feed into computer vision models and also machine learning models to train classifiers to detect images correctly. Can also use the bounding boxes to crop images.


## Bounding Boxes for Machine Learning and Computer Vision Datasets Discussions
  - [What is Bounding Boxes for Machine Learning and Computer Vision Datasets used for?](https://www.g2.com/discussions/what-is-bounding-boxes-for-machine-learning-and-computer-vision-datasets-used-for)

- [View Bounding Boxes for Machine Learning and Computer Vision Datasets pricing details and edition comparison](https://www.g2.com/products/bounding-boxes-for-machine-learning-and-computer-vision-datasets/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-31+21%3A09%3A00+-0500&secure%5Bsession_id%5D=583efa7f-dc6c-40ea-a46d-631d0eae1d4c&secure%5Btoken%5D=4a905fdb27ae0c0f8e42052fc9a44acc7f6e25d5f8e61d641acb8ef319684483&format=llm_user)

## Bounding Boxes for Machine Learning and Computer Vision Datasets Features
**Quality**
- Labeler Quality
- Task Quality
- Data Quality
- Human-in-the-Loop

**Agentic AI - AWS Marketplace**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration

**Automation**
- Machine Learning Pre-Labeling
- Automatic Routing of Labeling

**Image Annotation**
- Image Segmentation

- Object Detection
- Object Tracking
- Data Types

**Natural Language Annotation**
- Named Entity Recognition
- Sentiment Detection
- OCR

**Speech Annotation**
- Transcription
- Emotion Recognition

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