Day #218 - Working on gluoncv, anaconda and Windows 10

In my base Anaconda 3+ Environment,

pip install gluoncv
pip install mxnet

Download model from https://modelzoo.co/model/ssd-mxnet, This step was not required, Figured out later this was due to below package issues scipy and matplotlib.

Error in Call back
pip uninstall scipy
pip install scipy
pip uninstall matplotlib
pip install matplotlib

Below is example code

	import mxnet as mx
	import numpy as np
	from mxnet import gluon, nd
	from mxnet.gluon import nn
	from mxnet.gluon.data.vision import transforms
	from gluoncv import model_zoo, data, utils
	from matplotlib import pyplot as plt
	net = model_zoo.get_model('ssd_512_vgg16_atrous_voc', pretrained=True)
	im_fname = utils.download('https://github.com/dmlc/web-data/blob/master/' +
	'gluoncv/detection/street_small.jpg?raw=true',
	path='street_small.jpg')
	x, img = data.transforms.presets.ssd.load_test(im_fname, short=512)
	print('Shape of pre-processed image:', x.shape)
	class_IDs, scores, bounding_boxes = net(x)
	ax = utils.viz.plot_bbox(img, bounding_boxes[0], scores[0],class_IDs[0], class_names=net.classes)
	plt.show()
	#https://github.com/ThomasDelteil/ObjectDetectionWebcam_MXNet/blob/master/detection.py
	#https://github.com/ThomasDelteil/Awesome-MXNet#Vision
	#https://github.com/ThomasDelteil/VisualSearch_MXNet
	#https://thomasdelteil.github.io/FacialEmotionRecognition_MXNet/
	#https://github.com/TalkAI/facial-emotion-recognition-gluon/blob/master/notebooks/Gluon_FERPlus.ipynb

view raw gluoncvexample.py hosted with ❤ by GitHub

Data gets downloaded to location
C:\Users\#user#\.mxnet\models

The Output example is

Happy Mastering DL!!!