Kaggle SIIM COVID19 DETECTION
This is my repository for attending kaggle SIIM-FISABIO-RSNA COVID-19 Detection
Evaluation
The challenge uses the standard PASCAL VOC 2010 mean Average Precision (mAP) at IoU > 0.5. Note that the linked document describes VOC 2012, which differs in some minor ways (e.g. there is no concept of "difficult" classes in VOC 2010). The P/R curve and AP calculations remain the same. In this competition, we are making predictions at both a study (multi-image) and image level.
Timeline
- May 17, 2021 - Start Date.
- August 2, 2021 - Entry Deadline. You must accept the competition rules before this date in order to compete.
- August 2, 2021 - Team Merger Deadline. This is the last day participants may join or merge teams.
- August 9, 2021 - Final Submission Deadline (11:59 PM UTC).
My Result (Public & Private Score)
| Date | Public | Private |
|---|---|---|
| 30/06 | 0.371 | 0.341 |
| 03/07 | 0.489 | 0.484 |
| 03/07 | 0.492 | 0.484 |
| 07/07 | 0.502 | 0.504 |
| 08/07 | 0.518 | 0.506 |
| 11/07 | 0.529 | 0.524 |
| 11/07 | 0.534 | 0.528 |
| 13/07 | 0.537 | 0.523 |
| 13/07 | 0.540 | 0.532 |
| 15/07 | 0.549 | 0.547 |
| 30/07 | 0.558 | 0.547 |
| 01/08 | 0.567 | 0.557 |
| 03/08 | 0.583 | 0.574 |
Place 829th out of 1,324 teams with 91 subs
Dependencies
coming
Task
- write run_inference.py
- made some progresses on preprocessing
- It might take some time to finish including test run
- notebook was tightly tied to the platform
- dependencies .yaml
- files explanation