Nota is a deep-tech start-up focused on AI model compression technology. Nota, a fast-growing start-up, offer unique opportunities to work on cutting-edge technologies related to AI and model compression. Nota envisions responsible and talented people working together in a great workplace. The members of Nota should solve real problems and actively share their own opinions. We value freedom and responsibility. Apply your skills at Nota to grow as the global leader in AI model compression.

NetsPresso is the automatic AI compression platform that quickly maximizes the AI model compression rate while minimizing the loss of performance to run on edge devices with or without a network.

NetsPresso pipeline

Input: Accommodates various types of pre-trained models and enables setting requirements for latency, size, and etc. to meet the customer needs.

Compression methods: Supports a variety of methods for AI model compression. Per each method, can set parameters to optimize AI model compression flexibly per data and target devices in order to accommodate diverse service requirements

HPO: What makes NetsPresso special are the optimized compression parameters by testing directly on the target devices where the AI model will be deployed. With a pool of various devices including Jetson Nano and Raspberry Pi for testing, AI models become truly optimized.

Output: Through the AI Model compression pipeline of NetsPresso, we complete creating a stand-alone AI model that is compact, light, and accurate.

Benefit: Lighter, faster, and accurate AI models come from NetsPresso.
NetsPresso is unique as it does not compromise accuracy even with all these advantages. The compressed AI model improved its inference time up to 8 times faster and significantly reduced power consumption compared to the original model. NetsPresso can save 80% or more on product/service development and maintenance costs.

Accuracy: Nota do not compromise performance while compressing AI models.
Fast speed: Light and fast. Thanks to the effectively improved inference time, you can use AI without interruption.
Low cost: Build the most cost-effective AI model. You can use AI models at affordable prices.
Low power: Can be used on edge devices for a long time through minimized power consumption.

Light but accurate AI, is Nota’s technological differentiation. Existing model compression techniques must trade-off between compression ratio and accuracy. But NetsPresso is different. Maximizing compression while maintaining accuracy is the core of NetsPresso