GitHub

Annotated object detection dataset with bounding boxes for training YOLO, R-CNN, and other object detection models.

object-detection-dataset/ ├── train/ │ ├── images/ # 800 training images │ │ ├── image_001.jpg │ │ ├── image_002.jpg ...
Scientific Research Publishing

Recognition of Pointer Meter Readings Based on YOLOv8 and DeepLabv3+ ()

Pointer instruments are widely used in the nuclear power industry. Addressing the issues of low accuracy and slow detection speed in recognizing pointer meter readings under varying types and ...
Hacker

Object Detection Frameworks That Will Dominate 2023 and Beyond

Hello, I'm Vladimir Mikhelev, a Machine Learning Engineer specializing mainly in computer vision. Today, I present my review of the current object-detection frameworks and provide my personal ...
GitHub

Mask R-CNN for Object Detection and Segmentation

This is an implementation of Mask R-CNN on Python 3, Keras, and TensorFlow. The model generates bounding boxes and segmentation masks for each instance of an object in the image. It's based on Feature ...
Frontiers

Improved YOLOX-Tiny network for detection of tobacco brown spot disease

Here, we propose an improved YOLOX-Tiny network, named YOLO-Tobacco, for the detection of tobacco brown spot disease under open-field scenarios. Aiming to excavate valuable disease features and ...
Frontiers

YOLOF-Snake: An Efficient Segmentation Model for Green Object Fruit

Accurate detection and segmentation of the object fruit is the key part of orchard production measurement and automated picking. Affected by light, weather, and operating angle, it brings new ...