30 Sep 2021 • 4 min read Making a Handheld Card Counter on the OAK-D-Lite The portability of the OAK-D-Lite gives us the power to bring computer vision powered solutions anywhere on earth - including your local casino!
27 Sep 2021 • 2 min read Deploying Computer Vision Models as Mircroservices Roboflow's philosophy around MLOps revolves around treating your computer vision model as a microservice. The reasons for this are myriad; in this post we highlight the benefits of this approach and how it works in practice. Why Microservices? Separation of Concerns The primary motivation behind deploying your model
22 Sep 2021 • 1 min read What is PaddlePaddle? "ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&list=PLZCA39VpuaZZrOVZEu0x8EQqfQdUDzjM2&index=2] . What is PaddlePaddle (in 60 Seconds or Fewer)? You likely ended up on this
20 Sep 2021 • 1 min read What is PyTorch? "ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&list=PLZCA39VpuaZZrOVZEu0x8EQqfQdUDzjM2&index=2] . What is PyTorch (in 60 Seconds or Fewer)? PyTorch is Facebook's open
20 Sep 2021 • 4 min read How I Used Computer Vision to Make Sense of My Fridge As part of a groupwork for a postgraduate applied AI at Erasmus Brussels we made an object detection model to identify ingredients in a fridge.
16 Sep 2021 • 3 min read We Raised a $20M Series A to Continue Democratizing Computer Vision Today, Roboflow is excited to announce our $20 million Series A led by Craft Ventures to expand on our mission to give software the sense of sight. Lachy Groom, who co-led the seed with Craft, also participated in the round. Additionally, we welcomed new investment from leaders like Jack Altman,
15 Sep 2021 • 1 min read Introducing the Roboflow pip package We're ecstatic to announce the launch of our newest pip package, a way for you to natively interface with your Roboflow workspace through your Python scripts and Jupyter notebooks! Read the full package documentation here [https://docs.roboflow.com/python]. Your API Key If you've ever
9 Sep 2021 • 3 min read What is TensorRT? "ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&list=PLZCA39VpuaZZrOVZEu0x8EQqfQdUDzjM2&index=2] . What is TensorRT (in 60 Seconds or Fewer)? TensorRT [https://developer.nvidia.com/tensorrt]
6 Sep 2021 • 3 min read How to Implement Object Tracking for Computer Vision This post is a comprehensive guide on how to implement object tracking with your object detection model to track your custom objects
2 Sep 2021 • 2 min read Our New REST API Today we're excited to announce the launch of our new REST API, a way for your code to interface with the information stored in your Roboflow workspace. Read the full API documentation here [https://docs.roboflow.com/rest-api]. We're launching with five read-only API routes (to
2 Sep 2021 • 1 min read Roboflow Changelog: September 2021 Welcome to another installment of the Roboflow Changelog where we summarize the improvements to Roboflow's product suite over the preceding month. You can find the last changelog (for August 2021) here. The biggest highlights from last month were celebrating the release of Roboflow Universe, our community space for
30 Aug 2021 • 1 min read What is Amazon Rekognition? "ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us. What is Amazon Rekognition (in 60 Seconds or Fewer)? Amazon's Rekognition is Amazon's off-the-shelf computer vision API for understanding the contents of images.
29 Aug 2021 • 1 min read Live Coding: Blackjack Basic Strategy Follow along as I use a playing cards object detection model from Roboflow Universe to build a computer-vision powered Blackjack basic strategy web-app. In just two hours, we go from the boilerplate sample code to a working app you can try on your phone or computer's webcam. If
23 Aug 2021 • 3 min read What is Zero Shot Object Tracking? We are exciting to announce that you can now track objects frame over frame in video and camera stream using the Roboflow Inference API and the open source zero shot object tracking repository, without having to train a separate classifier for your object track features.
19 Aug 2021 • 5 min read ImageNet contains naturally occurring NeuralHash collisions NeuralHash is the perceptual hashing model that back's Apple's new CSAM (child sexual abuse material) reporting mechanism. It's an algorithm that takes an image as input and returns a 96-bit unique identifier (a hash) that should match for two images that are "the
18 Aug 2021 • 3 min read Mitigating the Collision of Apple's CSAM NeuralHash This morning, Hacker News was ablaze with several stories about vulnerabilities in Apple's CSAM NeuralHash algorithm. Researchers had found a way to convert the NeuralHash model to ONNX format and reverse engineer a hash collision (in other words: they created an artificial image with the same hash as
16 Aug 2021 • 1 min read What is CoreML? "ML in a Minute" is our conversational series on answering machine learning questions. Have questions you want answered? Tweet at us [https://www.youtube.com/watch?v=vZX0rcJl8o8&list=PLZCA39VpuaZZrOVZEu0x8EQqfQdUDzjM2&index=2] . Be sure to subscribe to our channel: https://bit.ly/rf-yt-subWhat is CoreML (in
11 Aug 2021 • 3 min read Roboflow Universe: the Computer Vision Community We’re excited to introduce Roboflow Universe, the new hub for computer vision datasets and pre-trained models.
7 Aug 2021 • 1 min read Roboflow Changelog: August 2021 Each month we share a recap of our monthly updates and releases in the Roboflow Changelog. The previous Changelog is available here. In July, the product team's major emphasis was on a new product we'll be releasing at our Launch Party on Wednesday, August 11 -
7 Aug 2021 • 4 min read Using Computer Vision to Accelerate Microbiology Research and Combat Antibiotic Resistance 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.
6 Aug 2021 • 3 min read Transformers Take Over Object Detection It seemed just like a matter of time... and now the Transformers neural networks have landed - Microsoft's DyHead achieves state of the art object detection using a Transformer backbone.
2 Aug 2021 • 6 min read How to Train YOLOX On a Custom Dataset The YOLO family continues to grow with the next model: YOLOX. In this post, we will walk through how you can train YOLOX to recognize object detection data for your custom use case.
30 Jul 2021 • 2 min read Roboflow for Students and Universities We've seen tremendous interest in Roboflow from the research community. Faculty and students from institutions ranging from California to Malta to Taiwan have been using Roboflow to accelerate their computer vision work.