Pose Bowl: Detection Track

Develop algorithms for use on inspector spacecraft that take and process photos of other ships. In the Detection Track, solutions will identify the boundaries of generic spacecraft in photos. #science

$12,000 in prizes
may 2024
651 joined

Community Code

This is where participants can share their work to help and inspire others. Posts can range from short snippets to longer guides covering tips for getting started, useful approaches to working with images, or something else!

Posts are not required to include code. If your post does not include code, we recommend creating the post in a Markdown file (.md.).

You will have the option to edit your post after submitting.

Examples

Below are some examples of useful topics for posts. However, this is not an exhaustive list!

  • Open access work by others that you found very helpful.
  • A helpful and thorough response to another participant's question from the competition forum.
  • Guide to augmenting the training data.
  • Example of modifying a solution to use less memory or run faster.

Tips

The best posts will be easy to follow and any code will be well documented. Some tips for creating a good post:

  • Include a short introduction summarizing what the post contains.
  • Do not print out full dataframes or other full data structures, unless they are very small. Long outputs make the narrative harder to follow. Instead, print out data samples and summary statistics.
    • For example, if you are working with a pandas DataFrame print out df.head() or df.sample(n=5) rather than df. Similarly, use df.describe() to see summary statistics.
  • Do not print out extremely long log outputs. Pro tip: you can suppress the output of a Jupyter notebook cell by adding %%capture to the top.
  • Break the post up into explanatory sections, such as "Intro", "Load the data", etc. If you are working in a Jupyter notebook, use Markdown cells to add narrative and headers for different sections.
  • Document your code! If you do include code, explain what different parts do with comments, docstrings, or text blocks.
  • To include images, follow the instructions for embedding a Google drive image in a markdown file. Note that this will work for Markdown (.md), but not for Jupyter notebooks (.ipynb).

Posts (1)

2mo ago
#Python #Modeling #Dataset