Train Your Own Object Detector with Detectron2

Want to train your own object detection model? In this video, you'll learn how to use Detectron2, a powerful deep learning framework, to build a custom object detector in Python. We'll walk you through the entire process, from setting up your dataset and training your model to making predictions on new images.

Even if you're new to deep learning, this beginner-friendly tutorial will guide you step-by-step. Here's what you'll learn:

• Installing and setting up Detectron2
• Preparing your custom object detection dataset (annotations & images)
• Training your model with Detectron2 (including configuration options)
• Using your trained model for object detection on new images
• Visualizing the results with bounding boxes and class labels

Code for the tutorial : https://ko-fi.com/s/1fe324a978

You can find more projects and tutorials in this playlist : https://www.youtube.com/playlist?list=PLdkryDe59y4bXa-1wOEAF4KljIMamhWd0

A perfect course for learning modern Computer Vision with deep dive in TensorFlow , Keras and Pytorch . You can find it here : http://bit.ly/3HeDy1V 
I also recommend this book, https://amzn.to/44GnlLW : "Make Your Own Neural Network - An In-depth Visual Introduction For Beginners ".
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~ 
☕ Buy me a coffee - https://ko-fi.com/eranfeit
🖥️ Email : feitgemel@gmail.com 
🤝 Fiverr : https://www.fiverr.com/s/mB3Pbb
🐦 Twitter - https://twitter.com/eran_feit 
📸 Instagram - https://www.instagram.com/eran_feit/ 
▶️ Subscribe - youtube.com/@eranfeit?sub_confirmation=1 
🐙 Facebook - https://www.facebook.com/groups/3080601358933585 
📝 Medium - https://medium.com/@feitgemel
~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~ 
🅿 Patreon - https://www.patreon.com/EranFeit 

#EranFeit #objectdetection #detectron2

00:00 Introduction 
01:30 Installation 
05:06 Discover the Dataset
07:00 Train the model
10:41 Test on new image
18:33 Re-train the model
21:19 Run inference on a video
~~~~~~~~~~~~~~ Credits ~~~~~~~~~~~~~ 
Music by Vincent Rubinetti 
Download the music on Bandcamp: https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown 
Stream the music on Spotify: https://open.spotify.com/album/1dVyjwS8FBqXhRunaG5W5u
...
https://www.youtube.com/watch?v=MhOWCbwhaYo