All kidding aside, this popular meme illustrates the single biggest problem with supervised machine learning Sometimes the data distribution in your training dataset is only a narrow representation of the data distribution in the wild...

Advanced Machine Learning Engineer Roadmap 👇 #machinelearning #deeplearning #computervision #ai #fullstack #roadmap #learning github.com/farukalamai/ad…

How Computer Vision is Revolutionizing Modern Agriculture #ComputerVision #Agriculture #tech #AI medium.com/@farukalamai/h…

Camera Calibration Explained: Enhancing Accuracy in Computer Vision Applications 👇 #CameraCalibration #ComputerVision medium.com/@farukalamai/c…

substack.com/@farukalamai/n…

“RF-DETR Object Detection vs YOLOv12: A Study of Transformer-based and CNN-based Architectures” by Md Faruk Alam farukalamai.medium.com/rf-detr-object…

“Rex-Omni: Teaching Vision Models to See Through Next Point Prediction” by Md Faruk Alam farukalamai.medium.com/rex-omni-teach…

“Quantum-enhanced Computer Vision: Going Beyond Classical Algorithms” by Md Faruk Alam farukalamai.medium.com/quantum-enhanc…

“Zero-Shot Object Detection: Detecting Objects You’ve Never Seen Before” by Md Faruk Alam farukalamai.medium.com/zero-shot-obje…

“From PyTorch YOLO to ONNX: A Computer Vision Engineer’s Guide to Model Optimization” by Md Faruk Alam farukalamai.medium.com/from-pytorch-y…

“BiRefNet: High-Resolution Image Segmentation with Bilateral Reference Networks” by Md Faruk Alam farukalamai.medium.com/birefnet-high-…

“YOLOv1: The Revolutionary Object Detection Algorithm That Changed Computer Vision Forever” by Md Faruk Alam farukalamai.medium.com/yolov1-the-rev…

Object detection with Multimodal Large Vision-Language Models: An in-depth review farukalamai.substack.com/p/object-detec…

I just published Focus on Your Algorithm: A First Look at NVIDIA CUDA Tile for Computer Vision medium.com/cvrealtime/foc… #cuda #gpu #nvidia

Achieving 374 FPS with YOLOv8 Segmentation on NVIDIA RTX 5070 Ti GPU youtube.com/watch?v=pXN3kH…

Evolution of Deep Learning by Hand ✍️ As my tribute to Geoff Hinton's Nobel Prize, I drew this animation to illustrate the key idea behind Hinton's major contributions to deep learning over the years, with artistic liberty. ---- 100% original, made by hand ✍️ Join 56k readers

Within two years the token cost of a Claude Code Max + Opus 4.5 experience, $200 a month, will be < $1 a month.

YOLO26 just dropped and Ultralytics really said "we don't need 13-25" 💀