Train a Custom Object Detection YOLO (YOLOv5) model using local machine or GCP
Hello!
In this video I have a shown a simple procedure of how to train a YOLOv5 model on your custom dataset using GCP (Google Cloud Platform) or your local machine.
Dataset Link – https://universe.roboflow.com/isadindrasta/animal-detection-2hydp
LabelImg Repo link – https://github.com/HumanSignal/labelImg
YOLOv5 Repo link – https://github.com/ultralytics/yolov5
Chapters
0:00 Introduction
0:40 Download dataset
2:00 Folder Structure
3:52 Install miniconda (without admin privilege)
6:02 Install & Setup LabelImg
12:38 Annotate Images
18:04 Create Jupyter Notebook in GCP
22:49 Setup Training notebook
26:19 Train the YOLOv5 Model
32:21 Validate the YOLOv5 Model
36:49 Test/Detect using YOLOv5 Model
40:48 Use-case discussion
41:22 Outro
Apologies for the background noises, my microphone was throwing tantrums so had to use the default mic 😄
#yolov5 #yolo #objectdetection #customobjectdetection #gcp #labelimg
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