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Detect Ingredients present in Food Items using an ML Model

We want a freelancer to develop a Machine Learning or Deep Learning model to recognise and detect the ingredients present in Food Items with an high accuracy rate.

The freelancer must know how to develop a model using TensorFlow or Keras and also know to run and train the model in Amazon AWS EC2 Cloud Instance (Virtual Machine) in a Linux Environment.

Also the Food Images are not labelled hence we need an unsupervised algorithm which would automatically recognise the ingredients present in Food item without actually knowing the Food.

Please read this paper to get an idea of the project: [login to view URL]

In the paper they have identified the "Recipe" and "Ingredient" from the "Food Image" but we want someone to detect and identify only the "Ingredients" alone.

There are more than 1 M food images and you have train and develop the model using Tensorflow or Keras library in Amazon AWS Cloud Instance in a Linux Environment.

Input: Picture of Food Item

Output: Ingredients present in that Food Item

The dataset can be downloaded from [login to view URL]

Kemahiran: Deep Learning, Machine Learning (ML), Kecerdasan Buatan

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Tentang Majikan:
( 0 ulasan ) Fontenay-sous-Bois, France

ID Projek: #23622720

12 pekerja bebas membida secara purata €620 untuk pekerjaan ini

MeihaoShiguang

Hello! I've many experiences in object detection and recognition, computer vision by deep learning + Python. For example, I've implemented the very similar project: neural caption from image; for the given image, the b Lagi

€500 EUR dalam 7 hari
(21 Ulasan)
5.9
artkulak

Hello! I do only ML/DS projects, have a vast experience in building Deep learning/ML models. I have built RNNs, Recommenders,dealt with classification and regression tasks. Speaking of your task, I have worked as Data Lagi

€610 EUR dalam 7 hari
(20 Ulasan)
5.6
Sam0072

hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object Lagi

€250 EUR dalam 7 hari
(9 Ulasan)
3.2
mldevstar

I am a senior ML & AI developer. I have read your requirement very carefully. I have 7+ years of ML & AI development and get a lot of experience. My main skills are: Tensorflow,Keras,Pytorch,TensorRT,NL(NER),OCR, CNN, Lagi

€1500 EUR dalam 30 hari
(1 Ulasan)
2.6
Infogrex123

We are a team of Data Scientists comprising of IIT graduates and Statisticians Our area of Expertise: -Statistical Modeling and Machine Learning o Regression (Linear, Logistic, Multiple, GLM) o Cluster Analysis, Decisi Lagi

€750 EUR dalam 7 hari
(1 Ulasan)
2.8
luismadera6

At SoftnetCorp We have a AI team conformed by 4 maths experts, 2 computational physical experts two Scrum masters, one product owner, 2 data scientist and 4 AI developers, to accomplish your project.

€250 EUR dalam 5 hari
(0 Ulasan)
0.0
egormaksimenko

I read paper you attached and understood your requirements. in the paper, they used CNN and embedding by LSTM. To implement this job, 1. Analysis the pytorch NN architecture from paper and source code. 2. Clone pytorc Lagi

€800 EUR dalam 10 hari
(0 Ulasan)
0.0
Excelleteam8

I have experience in python training of YOLO ResNet CNN for image classification and also object detection in python I think I can provide you best results

€611 EUR dalam 8 hari
(0 Ulasan)
0.0
celvigh

Hello, food recognition still an open question in the research area of computer vision. There no strong evidence that any model will work with very high accuracy. But with the recent cutting edge work in this domain an Lagi

€666 EUR dalam 7 hari
(0 Ulasan)
0.0
itachi0707

Hi sir, I have been working in AI, Ml feild for 3 years now. I have done some virutal intern in which I used AWS ec2 system. I have done some projects like real time face and emotion recognition, traffic sighn recognit Lagi

€500 EUR dalam 7 hari
(0 Ulasan)
0.0
vsrmilan

I am a machine learning / deep learning expert, working as a junior Deep Learning researcher at the Hungarian Academy of Sciences. I have skimmed through the article you linked, and I understand perfectly how the model Lagi

€500 EUR dalam 7 hari
(0 Ulasan)
0.0
mquesada90

Hello. Thank you for your posting. I am Marvin, a deep learning expert. Recently, deep learning is getting more and more popular in almost all fields. I worked on a lot of deep learning projects like NLP, prediction, v Lagi

€500 EUR dalam 7 hari
(0 Ulasan)
0.0