What is Machine Learning?
It uses data to produce a program to perform a task.
Machine Learning Workflow Using Images Flowchart
Challenges:
1. Being able to handle large sets of images.
2. Being able to extract discriminate information from each image.
3. How to model the received data using machine learning.
Training Data:
- Is the data or images used in order to train the machine learning algorithm.
- It is used to extract information from the images or videos.
- These representations do not vary due to changes in scale, rotation or illumination.
- It is a more compact way to store data.
- It is based on the nature of the problem.
- Gaining information and knowledge from running each iteration and constantly learning in order to increase the accuracy of the algorithm.
- The method used in order to classify the images or data in the set.
- Is the response you get out from comparing the training data to the input data and seeing whether or not you get an accurate result.
- This can also lead to the discovery of the accuracy of the data you receive.