Vision project - C# Emgu HED

Job Description:

The task is to implement HED (Holistically-Nested Edge Detection) not in python, but in Emgu C#. So far, we've only found ways to use HED from python, but we need to be able to use HED directly from Emgu C#. We're looking for an HED wrapper we can use with C# Emgu Images (which are wrapped OpenCV Mats), that does not involve python.

We're using python now in a client/server arrangement and that is too slow. So we would like to do it all in our existing C# application.

Your job will be to make a VisualStudio 2017 C# solution which takes an image as input, and from that, produces an HED image as output. Without a GPU, we're hoping to achieve throughput of greater than one frame per second. In C#, without Python.

Please assure me you are able to deliver all of these:

a) VisualStudio 2017 C# solution

b) using Emgu

c) HED in Emgu … You will need to understand how it is done in python, like, [login to view URL]

HED is implemented as a pre-trained Caffe net which python can use (if built with a recent cv2).

This example may be helpful because it shows how to read and use a Caffe net using C#/Emgu: [login to view URL]

For HED, you will also need to be able to implement a custom crop layer, and register it. (You can follow the python example as a guide.)

d) the product you deliver must be in C#/Emgu, and MUST NOT USE PYTHON

Skills: Python, C# Programming, OpenCV

About the Client:
( 3 reviews ) Surrey, Canada

Project ID: #27225877

Awarded to:


Hello. I'm an R&D engineer working on deep learning. This is my first time working at but computervision is my advantage and i think this job will not make me difficult.

$200 CAD in 7 days
(1 Review)

9 freelancers are bidding on average $201 for this job


Hi! How are you? I am interested in your project. I have many experience with Emgu library of C# . I read your description in detail. I would like to work with you. Please contact me. Best Regard.

$250 CAD in 7 days
(57 Reviews)

Hello, I am expert C# developer. I have experience in machine vision using c# EmguCV library. I am sure that I can do this project

$222 CAD in 14 days
(40 Reviews)

Hello, I am a professional expert trained in the acquisition and processing of digital images. I know opencv and emgucv I know python, c ++, c # I can do the job I have high specialization and experience in web, des More

$200 CAD in 1 day
(10 Reviews)

I CAN COMPLETE YOUR PROJECT EASILY Hello, I am software developer with enough experiences on C#/.NET for 13 years. I can work by full time for your project and trying to satisfy the requirements. I am designing the pro More

$150 CAD in 7 days
(2 Reviews)

Hi. I am a Machine Vision Expert. I am very familiar to Deep learning apis such as Tensorflow, TensorflowLite, TfLearn, keras, pytorch, and fastai, mxnet. I have a good hands on working with Advanced R and Python and B More

$140 CAD in 7 days
(4 Reviews)

Hello sir: I have read your project description carefully,and i have rich experience in required field, so for further information please inbox me.

$200 CAD in 10 days
(1 Review)

Hello I have gone through your requirnmments and I have 10 years experience in opencv . inbox me asap so we can talk furter

$250 CAD in 10 days
(0 Reviews)

Respected Hiring Manager, I can complete this task of open cv, HED from Python. Please contact me now. I am Certified Python, Flask, Node, JSON, React, selenium, Matlab & Django Developer I am highly organized and mot More

$200 CAD in 10 days
(1 Review)