Victor Sonck thepycoder

ML Maker, Tinkerer and Developer Advocate @ ClearML

thepycoder / envvar.sh

Created November 14, 2018 09:28

	# Linux and MacOS
	export GOOGLE_APPLICATION_CREDENTIALS="[PATH]"

	# Windows cmd
	set GOOGLE_APPLICATION_CREDENTIALS=[PATH]

	# Windows PowerShell
	$env:GOOGLE_APPLICATION_CREDENTIALS="[PATH]"

thepycoder / gist:bb60a296e4920f2726c5527e1559aaa1

Created November 14, 2018 09:34

pip install --upgrade google-cloud-vision Pillow

thepycoder / gcp_security_imports.py

Last active December 5, 2018 15:06

	from google.cloud import vision
	from PIL import Image, ImageDraw
	import io
	import os

thepycoder / gcp_security_detect.py

Last active October 25, 2022 16:44

	# We create the vision image annotator client
	# This line authenticates you using the keyfile stored
	# in your environment and presents you with an object that
	# can talk to autoML
	client = vision.ImageAnnotatorClient()

	def detect_license_plate(path):
	"""Detects document features in an image."""

thepycoder / gcp_security_faces.py

Last active December 5, 2018 15:09

	client = vision.ImageAnnotatorClient()

	def mask_faces(path):
	"""Detects faces in an image."""

	with io.open(path, 'rb') as image_file:
	content = image_file.read()

	image = vision.types.Image(content=content)

thepycoder / hello_world.sh

Created March 23, 2021 10:10

docker hello world

sudo docker run hello-world

thepycoder / deepstream_basic.txt

Last active August 3, 2023 01:38

	[application]
	enable-perf-measurement=1
	perf-measurement-interval-sec=1

	[source0]
	enable=1
	#Type - 1=CameraV4L2 2=URI 3=MultiURI 4=RTSP
	type=3
	uri=file://../data/towncentre.mp4
	num-sources=1

thepycoder / model_basic.txt

Last active March 30, 2021 14:33

	[property]
	gpu-id=0
	net-scale-factor=0.0039215697906911373
	model-file=/opt/nvidia/deepstream/deepstream/samples/models/Primary_Detector/resnet10.caffemodel
	proto-file=/opt/nvidia/deepstream/deepstream/samples/models/Primary_Detector/resnet10.prototxt
	model-engine-file=../engines/resnet10.caffemodel_b30_gpu0.engine
	labelfile-path=/opt/nvidia/deepstream/deepstream/samples/models/Primary_Detector/labels.txt
	int8-calib-file=/opt/nvidia/deepstream/deepstream/samples/models/Primary_Detector/cal_trt.bin
	force-implicit-batch-dim=1
	batch-size=1

thepycoder / model_yolo.txt

Created March 30, 2021 06:43

	[property]
	gpu-id=0
	net-scale-factor=0.0039215697906911373
	model-color-format=0
	custom-network-config=/opt/nvidia/deepstream/deepstream/sources/project/weights/yolov4.cfg
	model-file=/opt/nvidia/deepstream/deepstream/sources/project/weights/yolov4.weights
	model-engine-file=model_b1_gpu0_fp16.engine
	labelfile-path=labels.txt
	batch-size=1
	network-mode=2

thepycoder / deepstream_yolo_diff.txt

Created March 30, 2021 06:43