aws / aws/amazon-sagemaker-examples

[Content Improvement] Amazon_JumpStart_Semantic_Segmentation.ipynb show training metrics

Open
#3,531 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Jupyter Notebook
Stars
11k
Forks
7k
Avg merge
8h 29m
Merged PRs (30d)
8

Description

**Link to the notebook**
Amazon_JumpStart_Semantic_Segmentation.ipynb

**What aspects of the notebook can be improved?**
Show viewing training metrics - IOU vs epochs

**What are your suggestions?**
This is shown in the book by Julien Simon but when I browse to the location in `Experiments and trials` I see nothing

Contributor guide

Open the contributing guide

Research direction

Open Amazon_JumpStart_Semantic_Segmentation.ipynb and inspect how training runs and metrics are currently presented, including the Experiments and trials location mentioned in the issue. The work is complete when the notebook visibly shows IOU against epochs for the semantic-segmentation training run.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, jupyter-notebook
Domain
data-visualization, machine-learning
Issue type
Feature
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.