Centroid Prediction Machine Learning
Budget: $30 – $250 USD
I require a skilled freelancer to create an advanced machine learning model using Python and TensorFlow. The main goal is to develop a tool that can accurately predict the location of centroids in new sets of images. I have a dataset that includes images with predetermined centroids, which are noted in a CSV file for training the model. Here's what I'm looking for in a successful bid:
- Experience with unsupervised machine learning algorithms.
- Proficiency in computer vision techniques.
- Strong background in Python programming.
- Demonstrable knowledge of TensorFlow for creating predictive models.
- Familiarity with image processing and manipulation.
- Ability to interpret CSV data for training the model.
Successful completion of this project means delivering a well-trained model capable of identifying and predicting centroid locations in new images with high accuracy. Please include examples of your work in similar projects and outline a brief strategy you would use to approach this task.
- Experience with unsupervised machine learning algorithms.
- Proficiency in computer vision techniques.
- Strong background in Python programming.
- Demonstrable knowledge of TensorFlow for creating predictive models.
- Familiarity with image processing and manipulation.
- Ability to interpret CSV data for training the model.
Successful completion of this project means delivering a well-trained model capable of identifying and predicting centroid locations in new images with high accuracy. Please include examples of your work in similar projects and outline a brief strategy you would use to approach this task.