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YOLOX Paper Explanation and How to Train a Custom Drone Detector #yolox #objectdetection

LearnOpenCV
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7.8K views 2 years ago
YOLOX is a single-stage real-time object detector. Understand how YOLOX works and learn how to train a Custom Drone Detector using YOLOX. We have extensively covered the following topics: ✅What’s New in YOLOX? ✅What are Anchors in Object Detection? ✅What are Anchor Free Detectors? ✅Anchor Free YOLOX ✅Multi-Positives in YOLOX to Improve the Recall ✅Introducing the Decoupled Head in YOLOX ✅simOTA Advanced Label Assignment Strategy ✅Strong Data Augmentation in YOLOX ✅Custom Drone Dataset for Training YOLOX ✅Setting up YOLOX Training Environment ✅Setting up YOLOX Model Configurations for Training ✅Training YOLOX on Custom Dataset ✅YOLOX Inference Tests and Observation 📚 Blog post link: https://learnopencv.com/yolox-object-... ☢️ GitHub Link https://github.com/Megvii-BaseDetecti... 🎵 YOLO Master Class Playlist:    • YOLO Master Class: Master The Vision   ❓FAQ What is Yolox? How do I train my Yolox custom dataset? What is Yolox model? What is …...more
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YOLOX Paper Explanation and How to Train a Custom Drone Detector #yolox #objectdetection
157Likes
7,849Views
2022Oct 6
YOLOX is a single-stage real-time object detector. Understand how YOLOX works and learn how to train a Custom Drone Detector using YOLOX. We have extensively covered the following topics: ✅What’s New in YOLOX? ✅What are Anchors in Object Detection? ✅What are Anchor Free Detectors? ✅Anchor Free YOLOX ✅Multi-Positives in YOLOX to Improve the Recall ✅Introducing the Decoupled Head in YOLOX ✅simOTA Advanced Label Assignment Strategy ✅Strong Data Augmentation in YOLOX ✅Custom Drone Dataset for Training YOLOX ✅Setting up YOLOX Training Environment ✅Setting up YOLOX Model Configurations for Training ✅Training YOLOX on Custom Dataset ✅YOLOX Inference Tests and Observation 📚 Blog post link: https://learnopencv.com/yolox-object-... ☢️ GitHub Link https://github.com/Megvii-BaseDetecti... 🎵 YOLO Master Class Playlist:    • YOLO Master Class: Master The Vision   ❓FAQ What is Yolox? How do I train my Yolox custom dataset? What is Yolox model? What is SimOTA in Yolox? How do you train Yolox on custom data? What are anchor-free detectors? ⌛ Time Stamps: 0:00-00:26: Introduction 00:26-01:21: What's New in YOLOX 01:21-02:01 Anchor Free Mechanism 02:01-02:18: Decoupled Head Architecture 02:18-02:35: SIMOTA 02:35-02:58: Mosaic & mixUP Augmentation 02:58-04:16: How To Train YOLOX Models 04:16-04:47 Image Results 🖥️ On our blog - https://learnopencv.com, we also share tutorials and code on topics like Image Processing, Image Classification, Object Detection, Face Detection, Face Recognition, YOLO, Segmentation, Pose Estimation, and many more using OpenCV(Python/C++), PyTorch, and TensorFlow. 🤖 Learn from the experts on AI: Computer Vision and AI Courses YOU now have an opportunity to join the over 5300+ (and counting) researchers, engineers, and students that have benefited from these courses and take your knowledge of computer vision, AI, and deep learning to the next level. https://opencv.org/courses #️⃣ Social Media #️⃣ 📝 Linkedin:   / satyamallick   📱 Twitter:   / learnopencv   🔊 Facebook: https://www.facebook.com/profile.php?... 📸 Instagram:   / learnopencv   🔗 Reddit:   / spmallick   🔖Hashtags🔖 #AI #machinelearning #objectdetection #deeplearning #computervision #ai #computervision #yolo #yolox #dl #pytorch

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LearnOpenCV

59.6K subscribers