In this video we use python and object detection packages yolov7 and yolov5 to do custom object detection for chess board pieces. We walk through: How to create a custom object detection dataset, how to train the model, metrics you need to know for object detection, and show how to run predictions on a webcam.
Check out my other videos on yolov5 and object detection:
Timeline:
00:00 What is YOLO
01:25 Setup
02:54 YoloV5 vs YoloV7 Detection
6:22 Training on Custom Dataset
11:48 Object Detection Metrics
15:50 Detecting using Custom Model
Follow me on twitch for live coding streams:
My other videos:
Speed Up Your Pandas Code:
Speed up Pandas Code:
Intro to Pandas video:
Exploratory Data Analysis Video:
Working with Audio data in Python:
Efficient Pandas Dataframes:
* Youtube:
* Twitch:
* Twitter:
* Kaggle:
#xgboost #python #machinelearning