Python hunters hit a Florida Everglades island and find 4 big snakes, 3 nests, and an egg-filled female

A routine stop in the Florida Everglades quickly became a stark reminder of just how deeply invasive Burmese pythons have ...
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 ...
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

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 ...
Frontiers

An Affordable Image-Analysis Platform to Accelerate Stomatal Phenotyping During Microscopic Observation

Recent technical advances in the computer-vision domain have facilitated the development of various methods for achieving image-based quantification of stomata-related traits. However, the ...