Submission scoring for the ISIC Challenge
Project description
ISIC: Skin Lesion Analysis Towards Melanoma Detection Scoring
Automated scoring code for the ISIC Challenge.
Installation
Python
Python version >= 3.8 is required.
pip install isic-challenge-scoring
Docker
docker pull isic/isic-challenge-scoring:latest
Usage
Python
Segmentation (Task 1)
isic-challenge-scoring segmentation /path/to/ISIC_GroundTruth/ /path/to/ISIC_predictions/
Classification (Task 3)
isic-challenge-scoring classification /path/to/ISIC_GroundTruth.csv /path/to/ISIC_prediction.csv
Docker
Since the application requires read access to files, Docker must mount them within the container; these examples use --mount to prevent nonexistent host paths from being accidentally created.
Segmentation (Task 1)
docker run \
--rm \
--mount type=bind,source="/path/to/ISIC_GroundTruth/",destination=/root/gt/,readonly \
--mount type=bind,source="/path/to/ISIC_predictions/",destination=/root/pred/,readonly \
isic/isic-challenge-scoring:latest \
segmentation \
/root/gt/ \
/root/pred/
Classification (Task 3)
docker run \
--rm \
--mount type=bind,source="/path/to/ISIC_GroundTruth.csv",destination=/root/gt.csv,readonly \
--mount type=bind,source="/path/to/ISIC_prediction.csv",destination=/root/pred.csv,readonly \
isic/isic-challenge-scoring:latest \
classification \
/root/gt.csv \
/root/pred.csv
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
File details
Details for the file isic-challenge-scoring-5.4.1.tar.gz.
File metadata
- Download URL: isic-challenge-scoring-5.4.1.tar.gz
- Upload date:
- Size: 17.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.0.0 requests-toolbelt/0.9.1 tqdm/4.55.0 CPython/3.9.1
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | a7c0238f1a855c7b5e7b8581d020b5cd9653621f94925fd2b21403e9e5569f31 |
|
| MD5 | 4abdbe5723dcfe132649b4b15a177c53 |
|
| BLAKE2b-256 | b9b3a574670b27d372880834f81981da0d774620922df62b0f34d3ff00250884 |
File details
Details for the file isic_challenge_scoring-5.4.1-py3-none-any.whl.
File metadata
- Download URL: isic_challenge_scoring-5.4.1-py3-none-any.whl
- Upload date:
- Size: 20.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.0.0 requests-toolbelt/0.9.1 tqdm/4.55.0 CPython/3.9.1
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 55ec8ce641250d7f3ca872c105a0f839a880f04d2c5449b36f0185a01ce908a5 |
|
| MD5 | f0277b709fe5379f1d8e3aea9c8ca9b1 |
|
| BLAKE2b-256 | c432dd17983b1458d1da0f5f7bc28860061712b4dbe337e33ae3b3a64d31d2f4 |
