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]
12 pekerja bebas membida secara purata €620 untuk pekerjaan ini
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.
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