Case Studies

How to Use Generative AI to Augment Computer Vision Data

Dive deep into, a tool for generative data augmentation created by to improve the quality of datasets.

Detecting Objects with DETIC vs Custom Training

Learn how to evaluate large foundation models and how custom model training can improve performance.

From Novice to Knowledge: My Journey Building a Gesture Recognition Model with Roboflow

This guide shows how Eli, a Sales Development Representative at Roboflow, made a computer vision model to recognize hand gestures.

Auto-Label Classification Datasets Using CLIP

Labeling large datasets can be a time-consuming and labor-intensive task. However, with advancements in deep learning and natural language processing, it is now possible to automate the labeling process. In

Automated Computer Vision Inspection of Physical Pipelines

In this guide, we show how to identify various types of pipeline defects using computer vision.

Not All mAPs are Equal and How to Test Model Robustness

Learn how to stress-test the robustness of computer vision models.

Automatic Habit Disruption with Computer Vision

Learn how a Roboflow user built a tool to disrupt a Trichotillomania habit with computer vision.

No Code Computer Vision with Roboflow + Zapier

Learn how to use the Roboflow Zapier integration to implement no-code computer vision workflows.

How to Use YOLOv5 for Automated Resume Parsing

In this post, learn how computer vision was used to segment columns in a resume for use in resume parsing.

From Idea to Reality: Building a Computer Vision Scavenger Hunt for SXSW

Learn about how we built a scavenger hunt app in two weeks and got 200 strangers to play in celebration of SXSW 2023.

Announcing the Roboflow SXSW Scavenger Hunt

Play the computer vision-powered Roboflow SXSW Scavenger Hunt for a chance to earn a $1,000 prize.

Represent Chess Boards Digitally with Computer Vision

In this guide, learn how Shai Nisan used computer vision to translate a photo of a chess board into FEN notation.

How to Build a Stable Diffusion Image-to-Image Pipeline

In this article, we discuss how to build a Stable Diffusion image generation pipeline using SageMaker Studio Labs, Hugging Face, and Roboflow.

How to Deploy a YOLOv8 Model Using Roboflow and

In this guide, we walk through how to train and deploy a YOLOv8 model using Roboflow, Google Colab, and

How to Deploy a YOLOv8 Model to a Raspberry Pi

In this article, you'll learn how to deploy a YOLOv8 model onto a Raspberry Pi.

Monitor Movement in Retail Stores with Computer Vision

In this article, we walk through how to monitor movement in areas of a retail store using computer vision

Computer Vision Assisted Structural Damage Inspection Using Drones

In this post, Timothy Malche walks through how to inspect structural damage with computer vision and drones.

Preventing Accidents on Construction Sites with Computer Vision

In this article, we discuss how a community member built a system to prevent accidents on construction sites.

Studying Links Between Litter and Socio-Economic Factors with Computer Vision

In this post, we talk about a report that studies links between litter and socio-economic factors with help from computer vision.

Turn Analog Dials into Digital Data with Computer Vision

In this article, we discuss how to turn information displayed on analog dials into digital data.

Monitoring My Caffeine Intake with Computer Vision

In this post, learn how to build a tool that monitors how many cups of tea or coffee you drink in a day.

Deploying Machine Learning Models with PyTorch, gRPC and asyncio

Today we're going to see how to deploy a machine-learning model behind gRPC service running via asyncio. gRPC promises to be faster, more scalable, and more optimized than HTTP v1.

Using Computer Vision to Save Sea Lions

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

Identifying Objects in Multimedia Databases with Computer Vision

In this post, we discuss research from Prof. Luigi Laura and Mirko Cangiano showing how to identify objects in multimedia databases.

Using AI to Count Calories from Photos with SnapCalorie

SnapCalorie [] allows their users to make informed, healthy choices when it comes to their diet. The SnapCalorie mobile application enables users to take a picture