Handdle AI is a deep learaning package strengthening in Data classification, label, training, parameters optimization and testing. Without need for any programming, complicate tasks in various situations could be achieved just through flexible GUI and fast buildup deep learning vision implementation system
Software is developed based on academic latest research, cutting-edge deep learning framework, combining with industry implementation background in CNN and related optimization, to make the most excellent precision and accuracy. Loss function, optimization with related capability for computing, hardware to increase detection speed.
Three algorithm packages included: Segmentation, Classification and Localization with multiple aiding modules. Clear and powerful GUI, comprising of Data sorting, defect/object label, Nenural network training, parameters adjustment, testing Many built-in parameters prepared in advanced, could be easily optimized based on clients’ customization demand.
22 pre-processing data function are provided. Could be enriched and strengthened based on project. The robustness could be largely improved through our data post-processing technology.
Hardware are not only for Nvidia GPU, but intel GPU, VPU and FPGA high performance computing chips etc., as well. Both working on Windows/Linux.
Compared to traditional ML vision: Not necessarily to design algorithm for specific image features but to analyze it with CNN.
Able to deal with highly dimensional image and fast processing on multi-features for detection and classification.
Performance The latest deep learning platform to greatly optimize algorithm. Not only to ensure high precision and accuracy but also on computing speed.
Function Neat but complete, built-in processing function. Large adjustable parameters based on demand. Designed ‘Heatmap’ for better segmentation showup.
High combability Flexibly running on multiple computing chips without any limitation with hardwares.
Customization Various choice for algorithm, model layers are offered. Customization on function and solution is provided to better and straightforward to deal with real demand.
Handdle AI is quite easily to be implemented in any industry background without limitation to machine software/hardware. Perfectly running on multi-configuration working machines or servers.
For SDK development, various API are provided for convenient matching with original software/system. Image Capture from working machine; Image classification; Hardware config to train neural network; implement on real line; input model; build/optimize Nerual networks