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Counting cars with a neural network classifier from drone footage

Hey! I need someone to build a object counting system and train it to recognize and COUNT cars from drone footage. You can use any pre-trained model on any dataset you feel is relevant (COCO seems to be the one I would go for, but the choice is yours).

I would recommend using Colab (because you can use the free GPU) to write the code, so we can make sure it runs correctly and there is no environment conflict and it will be easier for you to share the code when you are finished.

Footage will be supplied and you are not required to use the whole footage, but you should use at least 1 minute of the footage in the final submission.

You can share the code through github, gitlab or Colab or your preferred VCS

You can use TensorFlow Counting API, your own code with your own models or whatever you like as long as:

1. Your code is only in Python >= 3.5 (anything with Python 2.x or below 3.5 would not be accepted)

2. Preferably you use TF or/and Keras, but PyTorch will be accepted also, however the code must use either of them

3. The system works and count the cars in the supplied video

Expected process:

1. The Project is awarded and you start working on the project

2. You feel you’ve done it and you send a 10-20 second demo

3. You get 20% of the negotiated price if the results are satisfactory

4. You do the full 1 minute demo and send it over again

5. You get another 10% of the negotiated price again if results are satisfactory

6. You send the full code with any remarks you want to add

7. If the quality of the code is satisfactory and you have used TF and/or Keras, or PyTorch with Python 3.5+ you get the rest of the money (70%)

8. You get an awesome review for the job well done and we both walk off happy

Disclaimers:

Solutions in C#, C++, Java, R or anything other than Python will NOT be accepted

NO pay-per-hour is going to be accepted and if requested it will be considered a deal-breaker

Negotiated price is the final price, so what you bid is going to be what you get (if of course you don’t achieve something supreme and I’m very happy in which case you may get a tip)

Evner: Machine Learning (ML), Neural Networks, Computer Vision

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Om arbejdsgiveren:
( 1 bedømmelse ) Bournemouth, United Kingdom

Projekt ID: #22376021

Tildelt til:

softbox06

Interested in your project..i have experince in Python, building Machine Learning models, Deep learning for computer vision and Natural language processing are some of my strong suites. Image processing, Object detect Flere

£25 GBP in 7 dage
(1 bedømmelse)
0.3

11 freelancere byder i gennemsnit £130 på dette job

nkoutroumpinis

Hey there, I am working as a professional machine learning engineer with multiple years of experience in the field of deep learning. I've worked before in Detection projects i feel like i am a good fit for it. Check Flere

£500 GBP in 7 dage
(16 bedømmelser)
5.4
jyrens

see my work : [login to view URL] i am a Mechanical Engineer , Entrepreneur, with experience in product design and manufacturing , applied Mechanics , FEA , Machine Learning and Artifi Flere

£500 GBP in 7 dage
(1 bedømmelse)
2.2
Sam0072

hello sir I'm a machine learning engineer having 2+ year of experience. I have done many projects on machine learning, Deep learning, image processing. Some of the projects are TMDB box office prediction humph back wh Flere

£60 GBP in 5 dage
(6 bedømmelser)
2.6
alexandrlupa

Hi, sir. I am a software developer with Python, C/C++ languages for 15 years. I can work by full time for your project and trying to satisfy the requirements. I want to keep long-term relationship for customer so I Flere

£25 GBP in 7 dage
(0 bedømmelser)
0.0
yizhang11

I am familiar with Python programming and the platfrom TF/Keras. I have experience with Deep Learning for 2 years. Besides, I have a solid knowledge and practical experience in the area Deepl Learning. I am happy to wo Flere

£25 GBP in 7 dage
(0 bedømmelser)
0.0
gisdeveloper2010

I am expert at Machine Learning and Deep Learning. I have experienced in lane and vehicle detection and recognition. I am also good at Tensorflow, PyTorch and Keras. I can use yolo3 with python for this project. If you Flere

£50 GBP in 5 dage
(0 bedømmelser)
0.0
dotablack

Hello, i can do it for you. i am from china. send me more [login to view URL] take my interview for this project if you want

£25 GBP in 7 dage
(0 bedømmelser)
0.0
vinilreddy36

i have already worked on a similar project, i have built a model which idetifies weeds in a field. the script returns about what kind of weed , how many times did it appear or in simple words it keeps a record of weeds Flere

£30 GBP in 7 dage
(0 bedømmelser)
0.0
inbalweiss

I have done projects for classification tasks using TF/Keras while using python. I can send you a link to my github to look at sample project. Relevant Skills and Experience Done similar projects using python with TF Flere

£166 GBP in 14 dage
(0 bedømmelser)
0.0
haasini99

hey,I can handle python projects comfortably. thorough at M.L ,D.L w.r.t tensorflow and keras. plz forward your pdf so,that i can fulfill your requirement within a stipulated time period. thanks &regards.

£20 GBP in 7 dage
(0 bedømmelser)
0.0