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Hand wave Hey there! I'm Juan

I am an electronic engineer working on machine learning with a focus on deep learning for artificial vision systems. Now, I'm learning tools to become a Machine Learning Engineer.

🛠   Technology Experience

Python Data Analysis Machine Learning VENV Git GitHub  Plotly Matplotlib OpenCV TensorFlow Keras scikit-learn SciPy NumPy  Pandas  wandb  Jupyter Notebook Visual Studio Code Markdown  LaTeX MySQL Linux Command Line Manjaro Ubuntu Raspberry Pi Docker

👨‍🎓   Currently Learning

mlflow AWS DVC Django FastAPI

Projects

⚙️  GitHub Analytics

Juan Carlos Aguirre Arango 's Projects

deepforest icon deepforest

Python Package for Tree Crown Detection in Airborne RGB imagery

feet-gui icon feet-gui

GUI for loading images for feet segmentation and temperature desription through region maps.

foot-segmentation-crffg icon foot-segmentation-crffg

Foot Segmentation for Regional Analgesia Monitoring using Convolutional RFF and Layer-Wise Weighted CAM Interpretability

gdown icon gdown

Download a large file from Google Drive (curl/wget fails because of the security notice).

hipposeg icon hipposeg

Hippocampal segmentation using the UNet network for each axis, inspired by https://github.com/MICLab-Unicamp/e2dhipseg

innvestigate icon innvestigate

A toolbox to iNNvestigate neural networks' predictions!

openbci-stream icon openbci-stream

High-level Python module for handle OpenBCI EEG acquisition boards.

tensorflow-yolov4-tflite icon tensorflow-yolov4-tflite

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

yolov4-custom-functions icon yolov4-custom-functions

A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.

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