Fine Tuning Image Datasets for AI
Synthetic fine-tuning image datasets to help your models
solve crucial, real-world problems.
Hyper Specific Datasets
Like You'll Never Find Online
The days of combing through the internet to find an image dataset to fit your use-case are gone. Every synthetic image generated by Anyway.ai is tailored to represent any scenario your models might face in production, down to the exact environment.
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The days of combing through the internet to find an image dataset to fit your use-case are gone. Every synthetic image generated by Anyway.ai is tailored to represent any scenario your models might face in production, down to the exact environment.
100% Autonomous Annotation
For Any Computer Vision Application
Whether its object detection or semantic segmentation, your Dataset comes with accurate annotations out-of-the-box with no overhead. Receive the dataset, point it towards your model, and begin training. It’s that simple.
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Whether its object detection or semantic segmentation, your Dataset comes with accurate annotations out-of-the-box with no overhead. Receive the dataset, point it towards your model, and begin training. It’s that simple.
20x Faster
Model Development Cycle
Forget spending time on curating and annotating datasets for every project. Just request a Fine-Tuning Dataset and begin training. Use that extra time to build more models, and cater to more customers!
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Forget spending time on curating and annotating datasets for every project. Just request a Fine-Tuning Dataset and begin training. Use that extra time to build more models, and cater to more customers!
Why Anyway, anyway?
Anyway.ai helps solve crucial, real-world problems by generating and delivering high-quality, labelled synthetic datasets to fine-tune your existing models. The stuff that enterprises like yours spend a lot of time and resources doing manually.
Clean, Labelled Data Super Fast
Build and push out your models quickly, without having to worry about whether your data represents your use-case properly ever again.
Supercharge your Model’s Metrics
Squeeze performance out of your models by using datasets optimised to enhance your predictions.
There are no limits.
As much data as you want, Anyway you want them.
Allocate Resources on Real Challenges
Save 40-60% of your average model development time and allocate it to solving the problems that really matter to your clients.
Conserve Your Data’s Privacy
Clients finicky about using their data in your models? Reassure them by training with our datasets, which are 100% synthetic by nature.
Solve Your Real World Problem, Everytime
Our datasets are able to emulate what really happens in production facilities; from fires to workers using their hands for things they shouldn’t.
See Us In Action
All images below are 100% Synthetically Generated.
~800 Synthetic Images
Security
Ensuring factory workers wear the correct safety gear is a challenging manual task. Anyway.ai created a synthetic dataset featuring workers in a Blue Flash Suit, which allowed a model to easily recognize this uniform after fine-tuning.
~1000 Synthetic Images
Safety
Safety is a major concern in manufacturing, and ensuring proper methods are followed can be challenging. Anyway.ai created a synthetic dataset of workers holding Blue Forklift Pallets using their hands, enabling real-time detection of safety violations after fine-tuning.
~800 Synthetic Images
Industrial
Enabling automatic Quality Control in manufacturing facilities can directly result in a massive increase in productivity. Anyway.ai created a synthetic dataset to help models detect the quality of welds on an assembly line with ease.
Frequently Asked Questions
What’s the Process to Obtain a Fine-Tuning Synthetic Image Training Dataset?
Reach out to us, describe your use-case in as much detail as possible, and let us handle the rest. Our team will keep you in the loop with intermittent samples, and depending on how complex your use-case is, we’ll deliver the dataset to you in record time. Decompress it and start training. Simple.
How does Anyway.ai generate these Datasets?
We spent a year building a network of AI models whose sole purpose is to generate datasets that can train downstream AI models. They’re able to understand the information you provide us with about your use-case and autonomously generate a synthetic image dataset. Think “a mapping between your natural language to scalable datasets”.
How are these images annotated/labelled?
Similar to our process of synthetic image generation, annotations are also generated completely autonomously. What’s more, they’re generated in parallel with each image, which means there’s no overhead in labelling your images.
How can I ensure that I’m not negatively affecting my model’s performance?
Every dataset that Anyway.ai generates comes with a validation report. Just before delivery, our team performs exhaustive testing on the generated dataset; we even take into account the quantitative validation metrics that matter to you. Before you train, you should have a good idea as to how the dataset will perform in production.
What About Pricing?
Apart from a simple service fee, you’ll incur a variable per-image cost. This is entirely dependent on the complexity of your use-case and annotation requirements. Get in touch with us to know more.
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