Nvidia Jetson Nano Vs Intel Movidius

Movidius ncs with raspberry pi vs.

Nvidia jetson nano vs intel movidius. While for the coral usb accelerator and intel and movidius neural compute sticks the temperature of the external cases was measured. At the same time single intel movidius as well as two intel movidius chips do not provide desired efficiency in the given scenario. E dge ai has gained momentum after some level of maturity of the ai training frameworks. Nvdla engines on the other hand are different beasts entirely and are asics or application specific integrated circuits more akin to google tpu intel movidius chips.

Google coral intel movidius ncs nvidia jetson nano raspberry pi. Tensorflow pytorch caffe keras openvino etc. Benchmarks were carried out twice on the nvidia jetson nano. Google edge tpu coral vs.

Performance when evaluating ai models and hardware platform for real time deployment the first thing i will look at is how fast are they. When running resnet 50 one of the most commonly used image recognition models it can only process 16 frames per second for image classification at a low resolution. Nvidia google intel. Jetson nano and older members of jetson family tx1 tx2 only have gpu for accelerating ml inference which is optimized for floating point operations.

Nvidia did a good job of its competitions in the following benchmark comparisons and we have intel neural computer stick google edge tpu and its very own jetson nano. However a complete tool chain from data harvesting to model deployment and inference is still not clear as the work is still in the research phase and developments are. On the software side we used both caffe and tensorflow frameworks. Also we tested the performance of both solutions while using some of the most common computer vision pre trained models.

The models we used were. Jetson nano versus intel movidius neural compute stick a neural compute stick is an add on accessory that requires a separate computer for development. Nvidia quadro p1000 and a configuration with 2 movidius cards pcie.

Nvidia jetson nano a quick comparison ai artificial intelligence google coral intel movidius intel ncs raspberry pi apr 13 2020 lately there has been a lot of talk regarding the possibility of machines learning to do what human beings do in factories homes and offices.