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Semantic Segmentation using Torchvision | LearnOpenCV

Semantic segmentation is the task of predicting the class of each pixel in an image. This problem is more difficult than object detection, where you must predict a box around the object. It is slightly easier than instance segmentation, where you have to not only predict the class of each pixel but also differentiate between multiple instances of the same class. Learn all about: ✅PyTorch for Beginners: Basics ✅PyTorch for Beginners: Image Classification using Pre-trained models ✅Image Classification using Transfer Learning in PyTorch ✅PyTorch Model Inference using ONNX and Caffe2 ✅PyTorch for Beginners: Semantic Segmentation using torchvision ✅Object Detection ✅Instance Segmentation 📚 Blog Link Post: https://learnopencv.com/pytorch-for-b... 📚 Helpful Links: 🔗 Course Website: https://opencv.org/opencv-python-free... 🔗 Official OpenCV Courses: https://opencv.org/courses/ 🔗 Kickstarter: https://www.kickstarter.com/projects/... 🖥️ 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:   / satyamall.  . 📱 Twitter:   / learnopencv   🔊 Facebook: https://www.facebook.com/profile.php?... 📸 Instagram:   / learnopencv   🔗 Reddit:   / spmallick   🔖Hashtags🔖 #AI #machinelearning #deeplearning #computervision #ai #computervision #dl #image #imageprocessing #opencv #opencvpython #learnopencv #torchvision #semanticsegmentation #segmentation