object detection - ClearSignal

object detection

A collection of 3 posts

papers Featured

Yolo-X Notes

The main motivation behind YOLOX was to update the YOLO series with the recent advancements at the time, particularly anchor-free detection.

EfficientNet (V1 & V2) - A smart heuristic

EfficientNet (V1 & V2) - A smart heuristic

EfficientNet tries to come up with a smart heuristic to scale a CNN, relating resolution, width, and depth of a CNN.

Detection/Classification metrics

Detection/Classification metrics

Problem Statement 1. Once we've trained multiple detection/classification models, how to choose the best model ? 2. Once we've chosen the best model, how to choose the optimum operating point (the best threshold) ? Solution There are two metrics which can help us here. If you'