GavinMaximizing Vertex AI with Cloud RunCloud Run as a Gateway to Vertex AI Private Endpoints: Traffic Splitting, Static Endpoints, and Security Made EasySep 10Sep 10
GavininTowards AIOne important inference trick you must know in deep learning: Re-parameterisationDemystifying RepVGG: Unveiling the Secrets of Structural Re-parameterisationJul 28, 20231Jul 28, 20231
GavinOpenAI is in trouble! Llama2 just dethroned ChatGPT!!Welcome to this blog, where I’ll provide you with a concise overview of the highly anticipated LLM model known as Llama 2. If you’re…Jul 19, 2023Jul 19, 2023
GavinUnleashing the Power of Llama 2: Open Source and Ready for Commercial Use — A Game-Changer in…Compared to Llama 1, Llama 2 has: 40% More Training Data, Doubled Context Length, and Superior Performance in Benchmark Tests.Jul 19, 2023Jul 19, 2023
GavinOne Important Concept You Must Know in Object Detection: Non-Maximum Supression(NMS)Unveiling the Power of Non-Maximum Suppression (NMS) in Object Detection (R-CNN, Faster R-CNN, YOLO series yolov7, yolov8, yolonas)Jul 10, 2023Jul 10, 2023
GavinOne Important Metric You Must Know in Object Detection: mean Average Precision (mAP)Understanding evaluation metrics on SOTA object detection frameworks like YOLO, MMdetection and Detectron2May 26, 20231May 26, 20231
GavinOne Import Loss Function You Must Know in Object Detection:Bounding Box Regression LossesFrom Smooth L1-loss to CIoU lossMay 25, 2023May 25, 2023
GavinTwo Training Tricks You Must Know in YOLOv9: “scale” and “multi-scale”Difference between “scale” in hyper-parameter file and “multi-scale” in command line argumentsFeb 3, 20231Feb 3, 20231
GavinOne Inference Trick You Must know in YOLOv9Fusing adjacent convolution (Conv)and batch normalisation (BN)layers is a practical way of boosting inference speed used in yolov7/8/9…Jan 27, 2023Jan 27, 2023
GavinOne Magic Method You Must Know in Python Dictionary: __missing__Introduction to “__missing__” magic method, a dunder method that can handle behaviour when retrieving missing keys in python dictionary.Sep 11, 20221Sep 11, 20221