YOLO - Explained!
Summary
This video explains the YOLO (You Only Look Once) V1 object detection network, detailing its architecture, principles, and operational mechanics. It is highly useful for students and educators looking to understand core computer vision concepts within AI, providing foundational knowledge for AI applications.
Description
In this video, we take a look the YOLO (V1) network. What is it? Why and how does it work? ABOUT ME ⭕ Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 📚 Medium Blog: https://medium.com/@dataemporium 💻 Github: https://github.com/ajhalthor 👔 LinkedIn: https://www.linkedin.com/in/ajay-halthor-477974bb/ RESOURCES [1 📚] Slides used in the video: https://link.excalidraw.com/p/readonly/paC99NHwy4hi6jfJfUVl [2 📚] Architecture diagram: https://github.com/ajhalthor/computer-vision-101/tree/main/yolo [3 📚] Main paper of the video: https://arxiv.org/pdf/1506.02640 [4 📚] RCNN video: https://youtu.be/ZytVRaNE4cA?si=jnBfm_vuh_9wwZau [5 📚 ] Fast RCNN video: https://youtu.be/rYLD9RLCqGo?si=qFzm35uGulhXwoja [6 📚 ] Faster RCNN video: [7 📚 ] Great video by original creator: https://www.youtube.com/watch?v=NM6lrxy0bxs [8 📚 ] Slides for that video: https://docs.google.com/presentation/d/1kAa7NOamBt4calBU9iHgT8a86RRHz9Yz2oh4-GTdX6M/edit?slide=id.g14f95ab154_0_1#slide=id.g14f95ab154_0_1 [9 📚 ] Interactive colab notebook to upload images: https://colab.research.google.com/drive/1WloX6-FJCSgEj3ovosOM4XwxdgggdAW7?usp=sharing#scrollTo=Nmp46gTZBMQM [10 📚 ] pytorch implementation by explainingAI: https://github.com/explainingai-code/Yolov1-PyTorch [11 📚 ] Another reimplementation in pytorch: https://github.com/motokimura/yolo_v1_pytorch/tree/master PLAYLISTS FROM MY CHANNEL ⭕ Reinforcement Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9kS--NgVz0EPNyEmygV1Ha&si=AuThDZJwG19cgTA8 Natural Language Processing: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE&si=LsVy8RDPu8jeO-cc ⭕ Transformers from Scratch: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE ⭕ ChatGPT Playlist: https://youtube.com/playlist?list=PLTl9hO2Oobd9coYT6XsTraTBo4pL1j4HJ ⭕ Convolutional Neural Networks: https://youtube.com/playlist?list=PLTl9hO2Oobd9U0XHz62Lw6EgIMkQpfz74 ⭕ The Math You Should Know : https://youtube.com/playlist?lis
