YOLO11: Custom Object Detection & Web Apps in Python 2024

سرفصل های دوره

Learn Custom Object Detection, Tracking and Pose Estimation with YOLO11, and Build Web Apps with Flask and Streamlit

1 - YOLO11 Implementation Google Colab

1 -Object Detection, Instance Segmentation, Pose Estimation & Image Classification

1 -YOLO11 Google Colab.zip

2 - YOLO11 Implementation Windows & Linux

1 -Object Detection, Instance Segmentation, Pose Estimation & Image Classification

1 -yolo11 window rec.zip

3 - Evaluating YOLO11 Model Performance Testing and Analysis

1 -Testing and Analyzing YOLO11 Model Performance

1 -test yolo11 model perfornance.zip

4 - Training Custom YOLO11

1 -YOLO11CustomObjectDetectionCompleteFile.zip

1 -YOLO11 Object Detection on Custom Dataset for PPE Detection

5 - Multi-Object Tracking with Ultralytics YOLO11

1 -Multi-Object and Multithreaded Tracking Using Ultralytics YOLO11

1 -Object Tracking YOLO11.zip

6 - Train YOLO11 Instance Segmentation Model on a Custom Dataset

1 -Instance Segmentation using YOLO11 on a Custom Dataset

1 -Train YOLO11 Segmentation Custom Dataset Updated.zip

7 - Image Classification with YOLO11 on a Custom Dataset

1 -Image Classification YOLO11 Updated.zip

1 -YOLO11 Image Classification on Custom Dataset

8 - Human Activity Recognition with YOLO11 Fine-Tune YOLO11 Pose Estimation Model

1 -Human Activity Recognition YOLO11 Updated.zip

1 -Train YOLO11 Pose Estimation Model on a Custom Dataset

9 - License Plate Detection and Recognition using YOLO11 and EasyOCR

1 -Automatic Number Plate Recognition (ANPR) with Yolo11 and EasyOCR

1 -Licence Plate Detection.zip

1 -Licence Plate Detection Recognition.zip

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تولید کننده: Udemy