2021-AI-Engineer-Training-Course

Darknet & Yolov4

Darknet : Neural networks framework

Yolov4 : Object dection algorithm

labelImg : Data labeling tool

Dataset : Kaggle

Weights : Google Drive

Data processing and aggregation by python

I can make names of image file and labeling file in different directories uniform by python.(data_aggregation.py)

I resized images and made dataset bigger by using opencv-python.(data_process.py)

Review

I learned an overview of AI.

I implemented a small neural network by python myself.

I did object detection using MS COCO dataset with Yolov4 and Darkent.

I got an insight of Deep Learning dataset by making custom dataset.

I used Colab Pro for training CNN.

Detailed review : Velog

Chart of Training Custom Dataset

Detection Image

Images : Google Drive