Starting a machine learning model from zero is computationally expensive and time-consuming. Pre-trained models solve this by offering a jump-start: they come with learned features from extensive training on large
With the rise of large language models (LLM’s), people often forget about the vast, important world of computer vision. This world is evolving at an unprecedented pace, driven by
Real-time insights extracted from video streams can drastically improve efficiency for how industries operate. One high-impact application of this is in inventory management. Whether you’re a factory manager looking
This article was contributed to the Roboflow blog by Abirami Vina.
Introduction
A floor plan is a detailed architectural drawing that represents a two-dimensional layout of a building or space
On June 5th, 2023, at WWDC, Apple announced their biggest combination of hardware and software in years. The “one more thing” announcement this year – wherein Apple announces a product toward
Roboflow’s mission is to democratize access to computer vision. We aim to actively help accelerate the world toward a future where everyone can build with computer vision. As a
Double Detection in Computer Vision
If you’ve been working with object detection long enough, you’ve undoubtedly encountered the problem of double detection. For some reason, the model detects
Roboflow joined the Intel Disruptor Initiative to push the limits of innovation in real-world computer vision applications. Roboflow and Intel are working together to democratize access to computer vision by
The Roboflow Notebooks GitHub repo [https://github.com/roboflow-ai/notebooks]
contains over 20 open source computer vision notebooks with step-by-step guides
on using 13 different computer vision model architectures. Along
What is causing the sea lion population to decrease? Is it illegal hunting? Is
it shark and killer whale predation? Or maybe it’s overfishing, causing the sea
lions to
Computer vision and image processing are used widely in sports to significantly
influence athletes and team performance. Implementing computer vision techniques
is a turning point in the transformation and development
Manufacturing is an industry that has found many successful use cases and
applications for computer vision. Vision AI helps avoid increases worker safety,
decreases human error, and saves time automating
Computer vision is a diverse field of artificial intelligence that aims to
detect and identify the contents of an image or a video. One of the common
questions that most
Roboflow’s end-to-end computer vision platform [https://roboflow.com/] is
transforming the way businesses use computer vision and now you can get
Roboflow
through the AWS Marketplace
[https://aws.amazon.
COCO [https://blog.roboflow.com/coco-dataset/] is an industry standard dataset
for benchmarking the performance of object detection models. The dataset was
created by "gathering images of complex everyday scenes
TensorFlow [https://www.tensorflow.org/overview] is Google's open source machine
learning framework. They released it for the purposes of making it simpler and
easier to implement machine learning models
90,000 Datasets and 7,000 Pre-trained Models Available
Roboflow Universe [https://universe.roboflow.com/] launched in August 2021 with
50 open source datasets and opened our computer vision infrastructure
NVIDIA CUDA Deep Neural Network (cuDNN) is a GPU-accelerated library of
primitives for deep neural networks. cuDNN [https://developer.nvidia.com/cudnn]
is built on top of the CUDA [https:
Using machine vision in industry
XR Tech [https://xrtech.global/] is a UK based solutions provider for extended
reality (XR) technologies, digital transformation, and automation in industry.
XR Tech uses
Michael Shamash is a Master’s student in the Maurice Lab at Canada's McGill University. Michael used Roboflow to streamline the production of a model and iOS app for use in microbiology.
Global plastic production has exceeded 500 million tons. Moreover, estimates
from the US Environmental Protection Agency
[https://www.epa.gov/sites/default/files/2015-09/documents/2012_msw_dat_tbls.pdf]
Building & deploying a privacy-first model to the edge with Roboflow in 60 days
The COVID-19 pandemic changed how and where we work. Fortunately, in some countries, the pandemic appears to
