CNNs, object detection, and computer vision.
Choosing between YOLO and Faster R-CNN for your computer vision project? We break down speed, accuracy, and complexity to help you make the right call...
Before you touch that optimizer, train a SimCLR model. Self-supervised pretraining beats hand-crafted features and even supervised baselines. Here's h...
Stop chasing the highest mAP. For most real deployments, YOLO wins on speed and simplicity. Here's the blunt breakdown and when to pick Faster R-CNN i...
From 'CNNs are magic' to 'more data is always better,' I debunk common misconceptions and give you a practical path to real-world vision success.
Stop benchmarking on COCO alone. Here's why your detector's real-world behavior depends on the benchmark you choose, and how to pick one that matches ...