What is ShipSense?
While people have tried to build AI models to detect overfishing before, accuracy was poor due to high class imbalance. There are few positive examples of ships on water compared to the infinite negative examples of patches of water without ships. Researchers have used GANs to generate synthetic data for other purposes. However, it takes around 50,000 sample images to train a decent GAN. The largest satellite ship dataset only has ~2,000 samples.
They realized that Stable Diffusion (SD), a popular text-to-image AI model, could be repurposed to generate unlimited synthetic image data of ships based on relatively few inputs. They were able to achieve highly realistic synthetic images using only 68 original images.
More information on ShipSense
Top 5 Countries
Traffic Sources
ShipSense Alternatives
Load more Alternatives-
Boost your AI capabilities with Synthesis AI's pioneering synthetic data technology. Generate accurate and diverse computer vision datasets effortlessly.
-
Generate unlimited synthetic data effortlessly with syntheticAIdata. Save costs, protect privacy, and enhance your AI product development process.
-
Powered by Stable Diffusion XL, the latest realesed and one of the most advanced image generation model that produces stunning visuals and realistic aesthetics from shorter prompts. Simply input what comes to your mind and hit the generate button and try.
-
SinkIn is a platform that hosts custom stable diffusion models and provides state-of-art infrastructure to support model creators
-
Generate over 7000 images per hour with Stable Diffusion, an AI tool software. Get secure and private data storage, dedicated GPUs, and more!