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confplot's Introduction

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about me

  • Passionate about open-source, vision-language alignment, multi-modal learning*
  • PhD in Informatics (efficient vision-language models)
  • BSc and MSc in Engineering (sequence models & computer vision)

some of my opensource packages:

autollm autollm stars Downloads

sahi sahi stars Downloads

yolov5-pip yolov5 stars Downloads

ultralyticsplus ultralyticsplus stars Downloads

balanced-loss balanced-loss stars Downloads

streamlit-image-comparison streamlit-image-comparison stars Downloads

video-transformers video-transformers stars Downloads

craft-text-detector craft stars Downloads

labelme2coco labelme2coco stars Downloads

midv500 midv500 stars Downloads

some of my published/preprint papers:

Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection (ICIP, 2022) (200+ citations)

Drone-vs-Bird Detection Challenge at IEEE AVSS2021 (AVSS, 2021) (150+ citations)

Artificial intelligence-supported web application for reducing polypharmacy side effects (Frontiers in Medicine, 2023) (20+ citations)

Instagram Fake and Automated Account Detection (INISTA, 2019) (100+ citations)

Track Boosting and Synthetic Data Aided Drone Detection (AVSS, 2021) (20+ citations)

State-of-the-Art in Nudity Classification: A Comparative Analysis (ICASSP, 2023) (arxiv and demo coming soon ...)

Deep Architectures for Content Moderation and Movie Content Rating (Preprint) (5+ citations)

Automated question generation and question answering from Turkish texts (SCI Journal, 2022) (10+ citations)

Evaluating generative AI tools in analyzing medical articles: a comparative study (Journal of Medical Internet Research, 2024) (coming soon ...)

Enhancing clinical management skills through artificial intelligence simulated patients (coming soon ...)

confplot's People

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confplot's Issues

facecolors won't get updated anymore

Hello, I have used this package for my ml multiclass modeling alot. I like the formatting and the level of details in the plot. But recently I have noticed that the coloring of the plot are broken. I suspect that it might be related to recent updates in some of the dependencies.
Here is what I get with the following code

# import package
import confplot
from pandas import DataFrame
import numpy as np
# assume you have a confusion matrix array like this
array = np.array( [[13, 0, 1, 0, 2, 0], [ 0, 50, 2, 0, 10, 0], [ 0, 13, 16, 0, 0, 3], [ 0, 0, 0, 13, 1, 0], [ 0, 40, 0, 1, 15, 0], [ 0, 0, 0, 0, 0, 20]] )
# convert it to a pandas dataframe
df_cm = DataFrame(array, index=range(1, 7), columns=range(1, 7))
# create and save confusion matrix plot as "cm_plot.png"
confplot.plot_confusion_matrix_from_matrix(df_cm)

download

As you can see the diagonal and the last row/columns are not in the color they used to be. I dug into the code and it looks like the plot rendering neglects the facecolor updates in the quadmesh.

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