!RaspberryPi 3B+にTensorFlow コマンド一発だとインストールできなかったので,細々と指定. sudo apt install libatlas-base-dev sudo pip3 install -U numpy sudo pip3 install -U grpcio sudo pip3 install -U absl-py sudo pip3 install -U py-cpuinfo sudo pip3 install -U psutil sudo pip3 install -U portpicker sudo pip3 install -U grpcio sudo pip3 install -U six sudo pip3 install -U mock sudo pip3 install -U requests sudo pip3 isntall -U gast sudo pip3 install -U h5py sudo pip3 install -U astor sudo pip3 install -U termcolor sudo pip3 install -U tensorflow_estimator sudo pip3 install -U keras-applications sudo pip3 install -U keras-preprocessing sudo pip3 install -U tensorboard sudo pip3 install -U tensorflow !ベンチマークあれこれ Jetson TX2 CPUのみ $ ./darknet detect cfg/yolov2-tiny.cfg yolov2-tiny.weights data/dog.jpg mask_scale: Using default '1.000000' Loading weights from yolov2-tiny.weights...Done! data/dog.jpg: Predicted in 3.572668 seconds. dog: 82% car: 74% bicycle: 59% Jetson TX2 CPU+GPU $ ./darknet detect cfg/yolov2-tiny.cfg yolov2-tiny.weights data/dog.jpg mask_scale: Using default '1.000000' Loading weights from yolov2-tiny.weights...Done! data/dog.jpg: Predicted in 0.094432 seconds. dog: 82% car: 74% bicycle: 59% RaspberryPi3B+ $ ./darknet detect cfg/yolov2-tiny.cfg yolov2-tiny.weights data/dog.jpg mask_scale: Using default '1.000000' Loading weights from yolov2-tiny.weights...Done! data/dog.jpg: Predicted in 26.837525 seconds. RaspberryPi3B+ +NNPACK $ ./darknet detect cfg/yolov2-tiny.cfg yolov2-tiny.weights data/dog.jpg mask_scale: Using default '1.000000' Loading weights from yolov2-tiny.weights...Done! data/dog.jpg: Predicted in 0.978015 seconds. dog: 82% car: 74% bicycle: 59% Jetson Nano CPU $ ./darknet detect cfg/yolov2-tiny.cfg yolov2-tiny.weights data/dog.jpg mask_scale: Using default '1.000000' Loading weights from yolov2-tiny.weights...Done! data/dog.jpg: Predicted in 3.807130 seconds. dog: 82% car: 74% bicycle: 59% Jetson Nano CPU + GPU $ ./darknet detect cfg/yolov2-tiny.cfg yolov2-tiny.weights data/dog.jpg mask_scale: Using default '1.000000' Loading weights from yolov2-tiny.weights...Done! data/dog.jpg: Predicted in 0.159219 seconds. dog: 82% car: 74% bicycle: 59%