Triangle pattern machine learning

$30-250 USD

Closed

Posted

about 6 years ago

$30-250 USD

Paid on delivery

I just started learning Python so this is hard for me, but I bet very easy for you. I have a data set of triangle shapes that I'd like to build a program in Python to detect, classify and predict. I am somewhat familiar with Tensorflow and Python, so ideally I'd like this to be written to use them. Here's my concept, and you tell me the best way to do it. I have side A, side B and side C of a triangle. I have a bunch of these triangles in a sequence. I would like to build a neural net to analyze these triangle shapes and see how often they appear inside the data and then try to predict a pattern so that it can predict the next triangle shape based off of the previous data. I imagine this to work in two ways. Either I enter the data as a CSV file, although I'm unsure how to represent the data in Tensorflow as it is 3 separate integers to represent 1 triangle. Sides A, B and C. The other way is to generate actual images of triangle shapes using Matplotlib and then using some version of image recognition to detect a pattern in the image and predict. Either way is fine with me, or some other way I haven't thought of yet that maybe jumps out at you. Please let me know your thoughts and price. Thank you.

Machine Learning (ML)

Python

Software Architecture

Project ID: 16205496

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10 proposals

Remote project

Active 6 yrs ago

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10 freelancers are bidding on average $166 USD for this job

@nitinbhardwaj01

I have worked on Predictive Analytics,data mining, Object Detection and Object Recognition problems like counting the different number of vehicle type like cars , scooters, buses etc. I have worked on image detection and segmentation problem using Tensorflow and Python. In our problem on triangle identification , we have to make the annotated data and then train the algo to identify those.

$250 USD in 5 days

5.0

(11 reviews)

4.4

@Valuesolutions

Hello, how are you? I hope you have a bright day/evening from your side. I have read the details provided, but please contact me so that we can discuss more on the project. I believe I have the required skills in this case. I will work on your requirements personally since I do not outsource to third parties, this guarantees you high-quality work that is delivered on time. You can also request for revisions till you’re fully satisfied with the work. I believe research is a passion and not a money making business where people will deliver low-quality work just to get paid. Try my services, and you will never regret. Waiting for your kind response

$147 USD in 3 days

3.4

(15 reviews)

4.8

@freekotya

I have large experience with Python and scientific libraries, also an extensive background in Machine Learning and Deep Learning. I usually use TensorFlow/Keras for neural models. There are some questions I wanna ask to clarify things. I cant quite get what you want to do. Are your dataset consists of a shape sequences or its just set of shapes? If you want to predict next element in a sequence, you should train your model with a sequences too. Is looks similar to text models -- you cant simply feed the net with randomly taken words and expect it to predict next word in a sentence :) Second question is about "how often they appear inside the data". It looks a bit confusing. What do you mean by this? Firstly, which shapes will be equal when we will test 2 shapes for equality? Ones that are within eps-distance by a, b, c, or similar ones (with same proportions a/b, a/c), or something else? Contact me if you are interested, we can discuss it in detail.

$100 USD in 2 days

4.9

(12 reviews)

3.1

@abiradhikary

I have working with python and Machine learning for more than 3 years now. This project can be easily done using a bigdata algorithm for triangle detection, no need to consider integers for each side of the triangles. Though I never worked in tensor flow platform but I can provide you the required python code which will meet your requirement and it should work perfectly with csv data.

$222 USD in 5 days