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+## build cython extension in place 
+$ python setup.py build_ext --inplace
+
+## prediction on single image
+$ python detect.py
+
+## training:
+$ python flow --model cfg/tiny-yolo-voc-3c.cfg --load bin/tiny-yolo-voc.weights --train --gpu .7 --annotation dataset/Training/Annotations --dataset dataset/Training/Images --lr 1e-3 --epoch 100