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Udemy - Video Instance Segmentation With Python Using Deep Learning

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Description
[ DevCourseWeb.com ] Video Instance Segmentation With Python Using Deep Learning



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 2/2024

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz

Language: English | Size: 1.59 GB | Duration: 2h 18m



Video Instance Segmentation for Computer Vision with Python. Train, Test, Deploy Deep Learning Models YOLOv8, Mask RCNN



What you'll learn

Real-Time Video Instance Segmentation with Python and Pytorch using Deep Learning

Build, Train, & Test Deep Learning Models on Custom Data & Deploy to Your Own Projects

Introduction to YOLOv8 and its Deep Learning Architecture

Video Instance Segmentation using YOLOv8 with Python

Introduction to Mask RCNN and its Deep Learning Architecture

Instance Segmentation using Mask RCNN with Python

Configuration of Custom Vehicles Dataset with Annotations for Instance Segmentation

HyperParameters Settings for Training Instance Segmentation Models

Training Instance Segmentation YOLOv8 and Mask RCNN Models on Custom Datasets

Testing Instance Segmentation Trained Models on Videos and Images

Perform Car, Motorbike, and Truck Instance Segmentation

Deploy Trained Instance Segmentation Models



Requirements

A Google Gmail account is required to get started with Google Colab to write Python Code

Python Programming experience is an advantage but not required



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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  • Udemy - Video Instance Segmentation With Python Using Deep Learning
  • ~Get Your Files Here !/1 - Introduction to Course/1 - Introduction.mp4 95.6 MB
  • ~Get Your Files Here !/10 - Deploy Trained Instance Segmentation Model/13 - Deploy Trained Instance Segmentation Model.mp4 30.8 MB
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/14 - Resources YOLOv8 Complete Code and Segmentation Dataset.html 57 B
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/Code Instance Segmentation/VehicleInstanceSegmentation.ipynb 947.3 KB
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/Code Instance Segmentation/vehicleinstancesegmentation.py 64.8 KB
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/dataset.yaml 346 B
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/test/images/image_13_png.rf.c45bccb81a3cb2297a376b52d803c0ac.jpg 45.8 KB
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/test/images/image_24_png.rf.a7cb8c3436997493e456167814576d3b.jpg 55.9 KB
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  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/test/images/image_28_png.rf.4f96a9029cccd47d9fc651d1818de9a1.jpg 47.9 KB
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/test/images/image_2_png.rf.bd5a57eb77e08678da9d3186f4c0bff2.jpg 63.4 KB
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/test/images/image_3_png.rf.ada04572310a4e11ff3c80b235bf1cd7.jpg 65.3 KB
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  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/test/labels/image_13_png.rf.c45bccb81a3cb2297a376b52d803c0ac.txt 3.2 KB
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  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/TestVideos/Cars On Road.mp4 3.8 MB
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/TestVideos/Highway Traffic.mp4 34 MB
  • ~Get Your Files Here !/11 - Resources YOLOv8 Complete Code and Segmentation Dataset/train/images/image_0_png.rf.8c6215f1ce7160e39c9aa20ab6d5f73e.jpg 51.6 KB
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