Blog: computer vision & deep learning tutorials

Hands-on tutorials and notes on computer vision, deep learning, object detection, and YOLO, with code you can run, by Muhammad Rizwan Munawar.

AllDepth EstimationYOLO26OCRObject TrackingSemantic SearchYOLO11SAM2

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Video Depth Anything in Python: consistent depth for videoDepth Estimation · July 27, 2026 · 9 min readYOLO26 vs YOLO11 vs YOLOv8: which one should you use?YOLO26 · July 19, 2026 · 19 min readHow to extract text from images in Python (OCR): 5 libraries comparedOCR · July 18, 2026 · 8 min readHow to use ByteTrack with YOLO for object tracking in PythonObject Tracking · July 18, 2026 · 8 min readBuild a semantic image search engine with CLIP and PythonSemantic Search · July 6, 2026 · 7 min readYOLO26 vs YOLO11: ONNX speed, FPS and latency benchmarkYOLO26 · July 3, 2026 · 9 min readDepth Anything V2 in Python: depth from image, video or webcamDepth Estimation · July 1, 2026 · 15 min readUltralytics object trackers comparison: ByteTrack, BoT-SORT & MoreObject Tracking · June 27, 2026 · 13 min readHow to extract text from images with LightOnOCR and PythonOCR · June 26, 2026 · 6 min readObject tracking and trajectory forecasting with YOLO26 and ByteTrackYOLO26 · June 25, 2026 · 10 min readReal time bird detection and tracking using YOLO11YOLO11 · June 24, 2026 · 5 min readHow to count people in zones with YOLO26 and OpenCVYOLO26 · June 23, 2026 · 13 min readSupermarket items segmentation and counting with YOLO11YOLO11 · June 22, 2026 · 3 min readHow to generate accurate segmentation masks using object detection and Meta SAM2SAM2 · June 21, 2026 · 3 min read