• Video of face generation with sketches: https://www.instagram.com/p/BUU8TuQD6_v/

• Optimizing python and opencv: https://www.pyimagesearch.com/2015/12/21/increasing-webcam-fps-with-python-and-opencv/
• Google object detection example: https://towardsdatascience.com/building-a-real-time-object-recognition-app-with-tensorflow-and-opencv-b7a2b4ebdc32
• Download binaries of tensorflow for Mac; 30-40% speed increase: https://github.com/lakshayg/tensorflow-build
• face_recognition library's demo code: https://github.com/ageitgey/face_recognition/blob/master/examples/facerec_from_webcam_faster.py
• head pose estimation: https://www.learnopencv.com/head-pose-estimation-using-opencv-and-dlib/

MODEL_NAME = 'ssd_mobilenet_v1_coco_2017_11_17' MODEL_FILE = MODEL_NAME + '.tar.gz' DOWNLOAD_BASE = 'http:https://download.tensorflow.org/models/object_detection/'

PATH_TO_CKPT = MODEL_NAME + '/frozen_inference_graph.pb'

PATH_TO_LABELS = os.path.join('data', 'mscoco_label_map.pbtxt')

http:https://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_coco_2017_11_17.tar.gz http:https://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_coco_2017_11_17/data/mscoco_label_map.pbtxt

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apple banana sandwich wine bottle coffee cup fork spoon knife wine glass cell phone book clock keyboard laptop mouse scissors backpack purse chair couch table sink house plant car dog donut vase remote control tv