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ControlNet: Future of Image Generation With Enhanced Control

LearnOpenCV
59.5K subscribers
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11K views 1 year ago #ControlNet #opencv #NeuralNetworks
📚 Blog post Link: https://learnopencv.com/controlnet/ 📚 Check out our FREE Courses at OpenCV University : https://opencv.org/university/free-co... Ever wanted more control over your image generation? Dive into the realm of ControlNet, the next-gen neural network revolutionizing image creation. While Stable Diffusion models have paved the way, ControlNet takes it a step further by offering unprecedented control over elements like pose, edge detection, and depth maps. In this video, we'll dissect the mechanics of ControlNet, its training process, and the myriad of image generation possibilities it presents. Developed by Lvmin Zhang and Maneesh Agrawala, ControlNet has been fine-tuned on Stable Diffusion, empowering creators to truly shape their artistic visions. Join us on this illuminating journey and harness the power of ControlNet for your own image experiments. Topics Covered ✅ What is ControlNet? ✅ Why Do We Need ControlNet? ✅ How Co …...more
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ControlNet: Future of Image Generation With Enhanced Control
64Likes
11,371Views
2023Aug 21
📚 Blog post Link: https://learnopencv.com/controlnet/ 📚 Check out our FREE Courses at OpenCV University : https://opencv.org/university/free-co... Ever wanted more control over your image generation? Dive into the realm of ControlNet, the next-gen neural network revolutionizing image creation. While Stable Diffusion models have paved the way, ControlNet takes it a step further by offering unprecedented control over elements like pose, edge detection, and depth maps. In this video, we'll dissect the mechanics of ControlNet, its training process, and the myriad of image generation possibilities it presents. Developed by Lvmin Zhang and Maneesh Agrawala, ControlNet has been fine-tuned on Stable Diffusion, empowering creators to truly shape their artistic visions. Join us on this illuminating journey and harness the power of ControlNet for your own image experiments. Topics Covered ✅ What is ControlNet? ✅ Why Do We Need ControlNet? ✅ How ControlNet Works? ✅ Training ControlNet ✅ Improved Training for ControlNet ✅ Different ControlNet Implementations and Experiments ✅ ControlNet Outputs ✅ Running ControlNet using Automatic1111 WebUI ⭐️ Time Stamps:⭐️ 00:00-00:18: Introduction 00:18-01:26: ControlNet 01:26-03:45: Deployment 03:45-04:07: Outro Resources: 🖥️ 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 have an opportunity to join the over 5300+ (and counting) researchers, engineers, and students who have benefited from these courses and take your knowledge of computer vision, AI, and deep learning to the next level.🤖 https://opencv.org/courses #️⃣ Connect with Us #️⃣ 📝 Linkedin:   / satyamallick   📱 Twitter:   / learnopencv   🔊 Facebook: https://www.facebook.com/profile.php?... 📸 Instagram:   / learnopencv   🔗 Reddit:   / spmallick   🔖Hashtags🔖 #ControlNet #ImageGeneration #StableDiffusion #NeuralNetworks #MachineLearning #ArtificialIntelligence #DeepLearning #AI #opencvuniversity #deeplearning #computervision #learnopencv #opencv

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LearnOpenCV

59.5K subscribers