V7 Labs Darwin Vs Diffgram
Intro
Diffgram is a great upgrade from V7 Labs. If you see anything that is in V7Labs and not in Diffgram contact us or create a git issue.
This page maps V7's terms to Diffgram terms.
Top Reasons V7 Labs Vs Diffgram
- Diffgram is a Development System.
- Diffgram has all code in open source.
- Diffgram has more Integrations.
- Diffgram scales better.
- Diffgram is more budget friendly with Unlimited use.
Auto-Annotate
See Pre-Label and Auto Annotate
Label data 10x faster with auto-annotate.
See Pre-Label and Auto Annotate
Sub-Annotations
See Label Schema Getting Started
Attributes
Advanced Tooling
See Annotation Types
Annotator Metrics
See Reporting
Multiple Formats
Diffgram supports all formats V7 Darwin supports.
Custom Plugins
Customization
Userscripts These scripts can be used to add new functions in general too.
Pixel Perfect Output
Same. Also Diffgram supports streaming not just JSON. See Export
Full Compliance
Same. Develop FDA and EMA compliant medical applications in a HIPAA compliant environment.
A-grade Security
Diffgram far exceeds V7 here. See Cybersecurity for Training Data 101
Review and QA
See Measure Data Quality (Annotations & More)
Dataset Management
Diffgram has far superior dataset management including a better "CLI" (Python SDK).
For example in Diffgram a file can easily move between datasets or live in multiple sets.
And in Diffgram you get an entire query browser. Access Data - Queries Overview
add() list_files() etc
Manage your datasets from one place.
See Datataset Management
Train models and deploy AI in days, not weeks.
Same
Migrate your Data In Minutes
Better Value
Diffgram offers 2-3x+ better per annotation value.
How do I know that Diffgram is better for my project than V7Labs Darwin?
You can try Diffgram without having to contact us!
And we are happy to setup an Enterprise call and custom demo for you.
Pilots are available for qualified Enterprise customers.
Can I label medical data on Diffgram?
Diffgram has the same compliance certificates as V7 Labs.
And becuase Diffgram is designed to be installed on hardware you control it's more secure.
Create FDA complaint AI systems with Diffgram.
Updated 3 months ago