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TORRENT DETAILS
Udemy - YOLOv8 Object Detection For Number Plate Recognition
TORRENT SUMMARY
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Collect and Label Data, Train YOLOv8 Model, Implement OCR to Recognize Text, Integrate with a Streamlit Web App
What you'll learn:
Set up your environment for object detection
Learn how to recognize number plates in images and videos using OCR
Collect and label a custom dataset for training the YOLOv8 model
Integrating the number plate recognition system with a Streamlit web application
Train the YOLOv8 model and learn how to use it to detect number plates in images and videos
Requirements:
Basic knowledge of Python programming, OpenCV, and computer vision.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
58.2 MB
~Get Your Files Here !/10. Create a Web Application with Streamlit/1. Creating a New Streamlit App.mp4
21 MB
~Get Your Files Here !/10. Create a Web Application with Streamlit/1.1 Source Code.html
145 B
~Get Your Files Here !/10. Create a Web Application with Streamlit/2. Adding Upload Feature.mp4
51.8 MB
~Get Your Files Here !/10. Create a Web Application with Streamlit/2.1 Source Code.html
145 B
~Get Your Files Here !/10. Create a Web Application with Streamlit/3. Integrating our Number Plate Recognition System with Streamlit.mp4
123.8 MB
~Get Your Files Here !/10. Create a Web Application with Streamlit/3.1 Source Code.html
145 B
~Get Your Files Here !/11. Conclusion/1. Conclusion.mp4
27.7 MB
~Get Your Files Here !/11. Conclusion/1.1 Source Code.html
145 B
~Get Your Files Here !/2. What is Object Detection/1. What is Object Detection.mp4
18.7 MB
~Get Your Files Here !/2. What is Object Detection/1.1 Source Code.html
145 B
~Get Your Files Here !/3. Advancements in Object Detection/1. Advancements in Object Detection.mp4
8.8 MB
~Get Your Files Here !/3. Advancements in Object Detection/1.1 Source Code.html
145 B
~Get Your Files Here !/4. YOLO The Object Detection Framework/1. What is YOLO.mp4
7.1 MB
~Get Your Files Here !/4. YOLO The Object Detection Framework/1.1 Source Code.html
145 B
~Get Your Files Here !/4. YOLO The Object Detection Framework/2. How YOLO works.mp4
15.9 MB
~Get Your Files Here !/4. YOLO The Object Detection Framework/2.1 Source Code.html
145 B
~Get Your Files Here !/4. YOLO The Object Detection Framework/3. YOLO Architecture.mp4
2.6 MB
~Get Your Files Here !/4. YOLO The Object Detection Framework/3.1 Source Code.html
145 B
~Get Your Files Here !/4. YOLO The Object Detection Framework/4. YOLO Versions.mp4
17.7 MB
~Get Your Files Here !/4. YOLO The Object Detection Framework/4.1 Source Code.html
145 B
~Get Your Files Here !/5. Environment Setup/1. Install Miniconda.mp4
22.8 MB
~Get Your Files Here !/5. Environment Setup/1.1 Source Code.html
145 B
~Get Your Files Here !/5. Environment Setup/2. Install the Required Packages.mp4
23.3 MB
~Get Your Files Here !/5. Environment Setup/2.1 Source Code.html
145 B
~Get Your Files Here !/5. Environment Setup/3. Install CUDA and cuDNN for GPU support.mp4
50.2 MB
~Get Your Files Here !/5. Environment Setup/3.1 Source Code.html
145 B
~Get Your Files Here !/5. Environment Setup/4. Project Structure.mp4
34.6 MB
~Get Your Files Here !/5. Environment Setup/4.1 Source Code.html
145 B
~Get Your Files Here !/6. Data Preparation/1. Introduction.mp4
6.5 MB
~Get Your Files Here !/6. Data Preparation/1.1 Source Code.html
145 B
~Get Your Files Here !/6. Data Preparation/2. Gathering the Data.mp4
72.2 MB
~Get Your Files Here !/6. Data Preparation/2.1 Source Code.html
145 B
~Get Your Files Here !/6. Data Preparation/3. Labeling the Data.mp4
83.7 MB
~Get Your Files Here !/6. Data Preparation/3.1 Source Code.html
145 B
~Get Your Files Here !/6. Data Preparation/4. Splitting the Data.mp4
195.3 MB
~Get Your Files Here !/6. Data Preparation/4.1 Source Code.html
145 B
~Get Your Files Here !/6. Data Preparation/5. Creating the YAML File.mp4
26.2 MB
~Get Your Files Here !/6. Data Preparation/5.1 Source Code.html
145 B
~Get Your Files Here !/7. Training the YOLOv8 Model/1. Choose a Model.mp4
16.7 MB
~Get Your Files Here !/7. Training the YOLOv8 Model/1.1 Source Code.html
145 B
~Get Your Files Here !/7. Training the YOLOv8 Model/2. Start Training.mp4
80.3 MB
~Get Your Files Here !/7. Training the YOLOv8 Model/2.1 Source Code.html
145 B
~Get Your Files Here !/8. Detecting Number Plates with the Trained Model/1. Number Plate Detection in Images.mp4
225.5 MB
~Get Your Files Here !/8. Detecting Number Plates with the Trained Model/1.1 Source Code.html
145 B
~Get Your Files Here !/8. Detecting Number Plates with the Trained Model/2. Number Plate Detection in Videos.mp4
80.5 MB
~Get Your Files Here !/8. Detecting Number Plates with the Trained Model/2.1 Source Code.html
145 B
~Get Your Files Here !/9. Recognizing Number Plates Using OCR/1. Number Plate Recognition in Images.mp4
194.1 MB
~Get Your Files Here !/9. Recognizing Number Plates Using OCR/1.1 Source Code.html
145 B
~Get Your Files Here !/9. Recognizing Number Plates Using OCR/2. Number Plate Recognition in Videos.mp4
51.8 MB
~Get Your Files Here !/9. Recognizing Number Plates Using OCR/2.1 Source Code.html
