Compress your computer vision models - in one click
Neural network compression tool for computer vision companies.
Computer vision models become too big or slow for your clients
They may not work well with clients’ embedded systems and often forces them to invest in more expensive hardware.
Your Al engineers don't like compression.
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Costs time to find and apply the right compression algorithm
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Requires knowledge of dozens of parameters
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Model accuracy can take a hit
How to get Al engineers on board?
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Instantly find and apply the right compression algorithms
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Automatically set dozens of algorithm parameters
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Without losing unnecessary model accuracy
Create smaller, faster and cheaper models for better deployment with clients.
Algorithm selection
Stop wasting time looking for the right compression library. Alminify automatically identifies the layers and blocks in your model. This means it knows precisely which compression algorithms to apply.
Settings automation
You don’t have to be an expert on compression libraries. Alminify understands the best algorithm settings for each model. This allows it to automatically adjust many compression parameters.
Model optimization
You don’t need to worry about losing accuracy in your model. Alminify fine-tunes your model after it has been compressed. This ensures you maintain full accuracy during deployment.
How AIminify works
On-premise installation
You don’t share models with us for security
One line of code activation
Inside your current projects
Manual customization
Only if needed
AIminify Benchmark Results
Speed improvement
Models can run up to
4x faster
Model size reduction
Reduces the size of models by up to
4x
AIminify saves you
Costs
Reduction of GPU usage due to the smaller model, which could result in running on CPU and eliminating the need for GPU, resulting in significant cost savings.
Time
Optimized AI models deliver faster results resulting in significant performance and inference improvements.
Accuracy
Despite the compression, the model’s accuracy and reliability will largely be maintained.
Carbon Footprint
AI compression reduces the need for extensive server space and processing power, promoting an eco-friendly and sustainable solution.
Pricing
14 days free
Monthly subscription – Unlimited compression
€250
per GPU per month