Hello. I'm Mohammed Yasin.

I engineer computer vision solutions for video analytics at the edge.

About Projects
Headshot or avatar belonging to the website owner

Recent Posts

Extending YOLOv8 COCO Model With New Classes Without Affecting Old Weights

Posted: Mar 4, 2024 ·  Updated: Mar 16, 2024 · 14 min.
Tutorials

Add additional classes to pre-trained YOLOv8 model without affecting the confidences on the existing classes.

MMDetection 3.x Hacks and Tricks

Posted: Dec 1, 2023 ·  Updated: Dec 1, 2023 · 7 min.
Tutorials

Some useful tricks and hacks I learnt while using MMDetection for my research work.

Monkey Patching MMDetection 3.1.0 To Get Class Probabilities

Posted: Aug 17, 2023 ·  Updated: Dec 1, 2023 · 4 min.
Tutorials

A quick monkey patching technique to modify MMDetection 3.1.0 to return class probabilities.

Debugging Python Functions Using Pickling Trick

Posted: Aug 12, 2023 ·  Updated: Aug 17, 2023 · 5 min.
Tutorials

A useful trick to debug deeply embedded functions and methods in Python.

How to download background images for YOLO model training?

Posted: Aug 6, 2023 ·  Updated: Mar 17, 2024 · 4 min.
Tutorials

Guide to download background images using COCOAPI.

More Posts

My Projects

View all »
Object Detection

YOLO-NAS-DeepSparse.cpp

C++ DeepSparse OpenCV CMake

YOLO-NAS in C++, this time utilizing DeepSparse.

Source
Object Detection

YOLO-NAS-OpenVINO.cpp

C++ OpenVINO OpenCV CMake

C++ implementation of YOLO-NAS with an OpenVINO backend.

Source
Instance Segmentation

Blur-Anything

PyTorch Gradio OpenCV ONNX

Track and blur any object in a video with the click of a button.

Live Source