To code two CNN in Python to classify Xray images on the Dataset.
The methods used in the code are those described in details we provide after the agreement and may be improved.
That dataset has large set of xray images with 15 labels.
1st CNN to consider images as two labels (Disease NO-Disease) in the data set
2nd CNN to consider 15 labels in the dataset (14 label disease + 1 label No-Disease)
The Training accuracy must be better than 95% on any label
The validation accuracy must be better than 85% on any label
The testing accuracy must be better than 80% on any label
The code should be heavily commented.
Each Line comment should have at least two pieces of information from the following:
1) what is the line of code doing
2) why line of code is doing that.
3) What is the aim to be achieved later from this line of code
The code should include training and prediction and confusion matrix.
The code should be in Python using TensorFlow and Keras and based on Multi Instance Learning (MIL)
Please note the algorithm for both CNN must be based on Multi Instance Learning (MIL)
The Multi Instance Learning (MIL) algorithm is described in a paper which will be provided during chat.
All code to be delivered in less that 2 weeks from the start of this agreement. This is critical.
The code to be done on Google Colab notebook shared with me.
It is essential I see the code every day, so that I can understand the code and ask questions.
I will review the code every day, ask questions about the code, and expect good informative replies.
This done as mutually agreed
The money will be paid in two parts (milestones):
The first part is paid AFTER the delivery of the first CNN and code is fully tested by me and meets all the requirements above
The second part is paid AFTER the delivery of the second CNN and code is fully tested by me and meets all the requirements above.
Hey! I am having more than 3 years of industry level experience in Natural Language Processing, Deep Learning, Machine Learning, and Computer Vision. Projects Done for MNC Companies:- 1. The project worth 1000$ delive Daha Fazla
Bu iş için 77 freelancer ortalamada £571 teklif veriyor
Hey there, I have read the instructions and I can do this project. Feel free to inbox me any time so that we can discuss more about it. Thank you.
I can help you.I have done various projects in machine learning and deep learning. Waiting for your good response
Hi, I have gone through your project details. I am fully experienced working with machine learning and python and also algorithm designs Contact me for further discussion. Thanks.
Greetings! I am the ML,DL,AI expert, rich experience in Image processing, pattenern recognition, neural networks with python tensorflow,keras,pytorch. I can satisfy you. more i nchat. thanks.