ICL-Project15-ELP

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Code and resources used

Custom Vision

• https://github.com/ic1618/Custom-Vision-Project15/

Yolov4

Code

• https://github.com/yz-mm/YOLOV4

Faster R-CNN

Code

• https://github.com/jiaming3/microsoft-gunshot-faster-rcnn/tree/main/gunshot-fasterrcnn/Keras-Tensorflow-FasterRCNN

Direct Download

• https://drive.google.com/drive/folders/14zVEjr4lzfFRlvO-5OPjV9ZKryxzValS?usp=sharing

Research

• Audio Classification with Machine Learning (EuroPython 2019)
• Understanding audio data for deep learning
• Building a Machine Learning Classifier to Listen to Killer Whales - Erika Pelaez - ML4ALL 2019
• Speech Processing for Machine Learning: Filter banks, Mel-Frequency Cepstral Coefficients (MFCCs) and What’s In-Between
• How to Train YOLOv4 on a Custom Dataset
• How to work with object detection datasets in COCO format

Sources of code

• Pydub
• Librosa
• Yolov4
• Faster R-CNN