Annotation is the most crucial part of a Deep Learning project. It is a deciding factor in how well a model learns. However, it is very tedious and time-consuming. One solution is to use an automated ...
FCOS- Anchor Free Object Detection Explained
FCOS: Fully Convolutional One-stage Object Detection is an anchor-free (anchorless) object detector. It solves object detection problems in a per-pixel prediction fashion, similar to segmentation. ...
YOLOv6 Custom Dataset Training – Underwater Trash Detection
The field of object detection is coming across a new YOLO model release every few months. Although reading the paper should be the first step towards exploring the model, we can evaluate the model ...
What is EXIF Data in Images?
EXIF data contains information on image and audio files. EXIF stands for Exchangeable Image File Format. It is required by image viewers or audio players to sort the files, display thumbnails, load ...
YOLOv6 Object Detection – Paper Explanation and Inference
YOLO models have become ubiquitous in the world of deep learning, computer vision, and object detection. If you are working on object detection, then there is a high chance that you have used one of ...
Driver Drowsiness Detection Using Mediapipe In Python
According to CDC, "An estimated 1 in 25 adult drivers (18 years or older) report falling asleep while driving…". The article reports, “...drowsy driving was responsible for 91,000 road accidents…”. To ...
