Instant Human
The easiest and fastest way to get human input on your visual generative AI-models!
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Evaluation for Actionable Insights
The only way to automatically evaluate and monitor soft metrics like aesthetics, realism, emotions, etc., with real people.
The incredible speed lets you easily evaluate model checkpoints during training!
Get started with just a couple of lines of code. Image and video is directly supported. Get in touch for text and audio!
from rapidata import RapidataClient
client = RapidataClient()
prompts=[
"A firefighter in action battles flames, the camera alternating between his determined face and the roaring blaze as he rescues those in danger.",
"A cross-section view of a coral reef ecosystem through time. Sunlight filters down, colors brighten as corals grow and marine life flourishes. Storms reshape the reef, then calm returns, enabling new vibrant life to thrive.",
"A lone kayaker paddles through calm, reflecting waters under a vibrant sunset, the sky painted with hues of orange and pink, creating a serene and mesmerizing evening scene."
]
benchmark = client.mri.create_new_benchmark(
name="Video Model Benchmark",
prompts=prompts
)
leaderboard = benchmark.create_leaderboard(
name="Realism",
instruction="Which video is more realistic?",
)
models = {
"veo3": [
"https://assets.rapidata.ai/66769169-272f-4c04-8e11-0b1ec4ed9268.mp4",
"https://assets.rapidata.ai/73a725e5-a39e-47fc-8ada-51cee4100380.mp4",
"https://assets.rapidata.ai/cac5c90c-b295-40d9-89a4-4c409c6a4519.mp4"
],
"pika22": [
"https://assets.rapidata.ai/fe166cdd-4e51-4b63-b9aa-cc1775a98e2d.mp4",
"https://assets.rapidata.ai/2ac952a9-903c-4e0c-9999-7bb4fea6589a.mp4",
"https://assets.rapidata.ai/c698812d-ef31-4b50-a892-41ccc2c1927e.mp4"
],
"Sora": [
"https://assets.rapidata.ai/d2ada4b7-ba15-4090-a9d4-243979c290cd.mp4",
"https://assets.rapidata.ai/1e075354-a813-4bf6-935a-65816cc31a79.mp4",
"https://assets.rapidata.ai/8d117956-1470-42be-b9d8-50be90b6e061.mp4"
]
}
for model, media in models.items():
benchmark.evaluate_model(
name=model,
media=media,
prompts=prompts
)
Training Data from Humans
Build massive training sets or fetch real-time feedback for online RLHF and DPO
Our API gives you programmatic access to large-scale human feedback when you need it!
from rapidata import RapidataClient
client = RapidataClient()
image_pairs = [
["https://assets.rapidata.ai/4o_122_0.webp", "https://assets.rapidata.ai/dalle-3_122_1.jpg"],
["https://assets.rapidata.ai/4o_156_1.webp", "https://assets.rapidata.ai/stable-diffusion-3_156_1.jpg"],
["https://assets.rapidata.ai/4o_154_2.webp", "https://assets.rapidata.ai/dalle-3_154_2.jpg"],
["https://assets.rapidata.ai/4o_144_0.webp", "https://assets.rapidata.ai/dalle-3_144_0.jpg"]
]
order = client.order.create_compare_order(
name="Photorealistic Images",
instruction="Which image looks more natural and real?",
datapoints=image_pairs,
responses_per_datapoint=25,
).run()
Ready to get started?
Check out our comprehensive documentation and learn how to integrate Rapidata into your workflow.
View DocumentationWith our system we can process huge amounts of data with human intelligence and sentiment from specific regions within minutes.
Configure data and labeling needs
Our platform empowers you to take full control of your data labeling process. Simply upload your dataset and define the specific labeling criteria that match your unique needs. With our intuitive configuration tools, you can customize everything from the kind of labeling you need, what to display to the user, and if you have regional preferences, target exactly the list of countries you want responses from!
We Distribute it to Millions of Users
Leveraging our extensive network of mobile applications, we ensure your tasks reach a vast global audience swiftly and efficiently. Our robust infrastructure guarantees fast, accurate data collection and distribution, maximizing your impact on a global scale and with precise targeting..
Receive your verified labels
Once sufficient responses have been collected, we deliver your trustworthy labels. Our advanced algorithms and validation systems rigorously ensure that every piece of labeled data meets the highest standards of accuracy and quality. We combine cutting-edge technology with meticulous oversight to guarantee that the insights you gain are reliable and ready to drive your next steps forward. Your labeled data returns to you complete, precise, and ready to use!
Learn & Explore
Stay informed with our latest articles, insights, and updates on our products and services.
Marian Kannwischer
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Daniil Pyatko
Trusted By
Why Choose Us
Learn about the four key advantages that give us an edge over others in the industry.
Unbiased Data
Enhance the accuracy of your results by minimizing and controlling biases. Our annotators are located across 192 countries, ensuring responses reflect a broad spectrum of perspectives.
Speed
Enhance the accuracy of your results by minimizing and controlling biases. Our annotators are located across 192 countries, ensuring responses reflect a broad spectrum of perspectives.
Human Labeling
All of our results are 100% human. Every single response generated on our platform is the result of a real person annotating, validating, or reacting to your data.
Cost-Effective
Lower your costs while gathering human preferences with our scalable services. Rapidata offers the most cost-effective access to real humans, accommodating any dataset size and ensuring you get the best value.
Specialised Annotation Solutions
Discover our range of professional annotation services, designed to deliver accuracy and quality for your projects.
Compare Images
Do you want to know which logo is more appealing to users around the world? Our compare tool let's you quickly ask any question and have the user respond by selecting one of two images. It's super easy!
Try free demo!Frequently Asked Questions
Can’t find the answer you’re looking for?
Contact our support team at info@rapidata.ai!
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