Kapalı

Autoencoders and GAN implementation - Python Implementation

Main Task - Image Reconstruction

1. Custom image Dataset must be loaded from the local drive. As of now you can load your own dataset.

2. Image Augmentation have to be included

Important: There should not be any restriction on the dimensions of the image. It will work with all the image dimensions

Step 1:

3. The various types of Autoencoder techniques and GAN must compared with and without hyper parameter tuning, Ensembling methods with various performance metrics.

4. There is an option to mention and control the types of noises with the range

5. The reconstructed results will be checked with the bunch of images or else the single image with similarity score with the input image.

Beceriler: Deep Learning, Computer Vision, Machine Learning (ML), Tensorflow, Pytorch

Müşteri Hakkında:
( 30 değerlendirme ) Calicut, India

Proje NO: #34010382

Bu iş için 11 freelancer ortalamada ₹515/saat teklif veriyor

(45 Değerlendirme)
6.7
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have PhD in mechanical engineering from Tohoku University of Japan. I have published 20 Journal papers and 16 international conference papers. I have a lot of experience in automotive, Daha Fazla

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(25 Değerlendirme)
5.9
FxDataLabs

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(2 Değerlendirme)
4.1
asifmahfuz1405

Hello sir, I am very interested in your project. I have gone through your requirements and i believe that i can be a valuable asset to your project. I am an expert in machine learning, deep learning and computer visi Daha Fazla

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(10 Değerlendirme)
3.8
(4 Değerlendirme)
2.5
mapsbox

Hello, I am very familiarized with the requirements of your projects. And it can be done really fast. Let's connect over chat to discuss more on this. Thanks,

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(1 Yorum)
2.0
HShabanHafiz

Hi I hope you are doing fine. I have seen your project requirements , I am looking to discuss further with you I can help to do this task perfectly and within a short time. I have extensive experience in:- ▶python: Pa Daha Fazla

₹500 INR / saat tutarından itibaren
(1 Yorum)
1.4
gradefinnesse

HELLO DEAR CLIENT I have gone through your project details, having all the required skills and VAST EXPERIENCE.I confirm to you that the project is doable since its within my area of EXPERTISE i.e Python (ML, DS, AI, W Daha Fazla

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(0 Değerlendirme)
0.0
vishalmaurya1195

Hi, I have 4 years of professional experience in ML projects. I have work on multiple domains for ML solution including GANs and Autoencoder. Based upon JD I think I can do this task. Let's chat and discuss further...

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(0 Değerlendirme)
0.0
Chaitanya947362

Hi this is Chaitanya, Currently working as a software Engineer. I have a good knowledge in developing machine learning models. Few of my project are: Cancer detection using image processing, traffic and traffic sign d Daha Fazla

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Dvskhamele

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0.0