Complete Beginners Guide to OpenCV Image Preprocessing in 30mins | VGI Skill Lab скачать в хорошем качестве

Complete Beginners Guide to OpenCV Image Preprocessing in 30mins | VGI Skill Lab

Complete Image Preprocessing Masterclass for Computer Vision & Object Detection (OpenCV + Pillow | Industry-Ready Techniques | 2025) The EXACT preprocessing playlist every CV / YOLO / Detection engineer uses in Daily Career. Perfect for: • Anyone training custom YOLO, Faster-RCNN, DETR or any detector in 2025 • Data scientists moving into Computer Vision • Students & professionals tired of blurry, mis-sized, poorly contrasted training data killing their mAP What you’ll master (full code + before/after visuals): 1. Introduction to OpenCV and Pillow – when to use which 2. Image loading, decoding & color space mastery (BGR ↔ RGB ↔ HSV ↔ Grayscale) 3. Resizing, cropping, padding, cropping – keep aspect ratio, letterbox, square padding tricks 4. Filtering & edge detection – Gaussian Blur, Median Blur, Bilateral, Canny, Sobel, Laplacian 5. Brightness, contrast, gamma, CLAHE, histogram equalization – make dark/noisy images shine 6. Drawing perfect bounding boxes, labels, masks & annotations on images 7. Bonus: Build your own preprocessing pipeline class (copy-paste ready) Topics Covered : 00:00 : Introduction to OpenCV and Pillow 03:16 : Image loading , Decoding & Color Conversion. 09:06 : Image Resizing and Cropping. 13:07 : ⁠Image Filtering and Detection. ( Gaussian Blur , Edge Detection ) 21:00 : ⁠Image Brigthness , Contrast & Color control. 27:12 : Conclusion. Everything explained with: • Side-by-side before/after comparisons • Real-world failure cases & fixes • Production-ready code (OpenCV + PIL + NumPy) you can drop into any project today Visit Website for More Detailed Courses : https://vgiskill.com/ Coming soon!! website : https://www.variphi.com/ linkedin :   / variphi   For Any Suggestion or Feedback : https://docs.google.com/forms/d/e/1FA... Connect With Us at Linkedin Nitish Mishra :   / variablekat   Akash Kumar :   / wrakash   Madhu Sudan :   / madhusudan-singh-deo-bb9125126   Shivam kumar :   / shivam-kumar-6801421ab   Aryan Agrahari :   / aryan-agrahari-b13624150   Connect me on X : https://x.com/aryan9018 Channel: VGISkillLab Subscribe for practical, interview & production-ready Deep Learning content 👉 @VGISkillLab #ImagePreprocessing #OpenCV #Pillow #ComputerVision #ObjectDetection #YOLO #DataPreparation #CV2025 #DeepLearning #DataAugmentation #EdgeDetection #GaussianBlur #BoundingBox #PythonCV #CLAHE #DataScience #MachineLearning #ArtificialIntelligence #YOLOV8 #YOLOV10 #LearnOpenCV #ComputerVisionTutorial #PreprocessingPipeline