A Deeper Vision

Machine Vision

Deep Learning & AI

More and more, machine vision systems are making automated decisions based on variable conditions. The amount of time and effort required to develop these systems can be daunting. Today, the advent of deep learning is changing this landscape and putting automation in reach. Resources such as open-source libraries, Nvidia hardware, and Teledynce cameras are helping to make this change happen. 

Deep Learning Made Easier

Deep learning is a powerful tool for system designers to quickly automate complex and subjective decision making and deliver higher quality products and improved productivity. Deploy your trained neural network to the Teledyne Firefly DL with Neuro technology and reduce system cost and complexity by making decisions on-camera without host PC. With its very small size, low weight and power consumption, the Firefly DL camera is ideal for embedding into mobile, desktop, and handheld systems.

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What is Deep Learning?

Deep learning is a form of machine learning that uses neural networks with many “deep” layers between the input and output nodes. By training a network on a large data set, a model is created that can be used to make accurate predictions based on input data. In neural networks used for deep learning, each layer’s output is fed forward to the input of the next layer. The model is optimized iteratively by changing the weights of the connections between layers. On each cycle, feedback on the accuracy of the model’s predictions is used to guide changes in the connection weighting.

Accelerate AI Deployment with Comprehensive Dataset Management Software

Conservator™ cloud-based data lifecycle management (DLM) subscription software enables data scientists to build image datasets leveraging the world’s largest thermal image data lake. Gain access to application specific segments of the Teledyne FLIR annotated image library of more than one million images with more than 100 object label categories. Designed to meet the workflow demands of data scientists in automotive, defense, security, and smart cities applications, Conservator scales to support enterprise artificial intelligence (AI) teams in the research and development of object detection models. 

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FREE Thermal Dataset for Algorithm Training

The free thermal image dataset for ADAS and AV algorithm developers quickly evaluate the vehicle safety algorithm performance, neural network testing, and thermal sensors, such as the FLIR ADK™. It features more than 26,000 annotated thermal and RGB images captured at day and night. The dataset includes classification of fifteen groups: bike, car, motorcycle, bus, train, truck, traffic light, fire hydrant, street sign, dog, skateboard, stroller scooter, and other vehicle.

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Deep Learning Resources
Deep Learning

Comparing Deep Learning Cameras with Smart Cameras

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