TinyYolo_P3.6

Tiny Yolo Detection System For Python 3.6

Rquirements:

Numpy

Python 3.6

Tensroflow

OpenCV

Matplotlib

Steps to use this code:

Go to utils/ and run:

$ python config.py

this downloads the darknet weight files. Also, fuses batchnorm layers and creates TensorFlow Ckpt files.

To run image inference:

$ python inference.py , to run TinyYolo model

$ python inference.py --v2 , to run YoloV2 model

$ NUM_INTER_THREADS=2 NUM_INTRA_THREADS=8 python inference.py --par , to run parallel TensorFlow session(Inter/Intra op threads), if it is supported in your system.

To run Webcam inference:

$ python webcam_inference.py

Please refer the paper mentioned above to know more about the system used for testing and the versions of software tools used.