Published inDeepQuestAI·Jan 31, 2021Detect any custom object with DeepStackThis tutorial details how to create APIs for detecting and recognizing any custom object using DeepStack AI Server Computer vision has made it possible to develop applications and automation systems that have the ability to detect, identify and locate objects in images, videos and live camera feeds. With profound impact…AI5 min readAI5 min read
Published inDeepQuestAI·Dec 10, 2020DeepStack AI Server now Open SourceThe leading AI Engine on the edge now open source on GitHub Our team at DeepQuest AI is glad to announce that DeepStack is now open source and the source code is now available on GitHub. With over 3.4 million installs on Docker Hub, DeepStack provides state-of-the-art AI APIs that…API3 min readAPI3 min read
Published inDeepQuestAI·May 5, 2020Deepstack now 100% FreeAll versions of DeepStack AI Server are now free. DeepQuest AI is proud to announce that DeepStack AI Server is now 100% free for both personal, research and commercial purposes. This means all versions which include the CPU, GPU and Raspberry Pi version can be installed and deployed without registration…AI3 min readAI3 min read
Published inDeepQuestAI·Aug 30, 2019AI in Agriculture — Detecting defects in ApplesA tutorial on training an AI for counting and detecting damaged apples It is an unquestionable fact that agriculture is the oldest and most important field of work in human history. As the global human population rises every year, the demand for agricultural food and produce increase as well. On…Machine Learning7 min readMachine Learning7 min read
Published inDeepQuestAI·Aug 5, 2019DeepStack for Raspberry Pi + Intel Neural Compute AccelerationDeepStack is now available for the Raspberry Pi with APIs accelerated using Intel Neural Compute Stick. We are glad to announce today that DeepStack AI Server that offers image recognition and detection AI APIs fully offline and on-the-edge is now available on the Raspberry Pi with its APIs accelerated by…Raspberry Pi3 min readRaspberry Pi3 min read
Published inDeepQuestAI·Aug 1, 2019Train Object Detection AI with 6 lines of codeStep-by-step tutorial on training object detection models on your custom dataset Object detection is one of the most profound aspects of computer vision as it allows you to locate, identify, count and track any object-of-interest in images and videos. …Machine Learning9 min readMachine Learning9 min read
Published inDeepQuestAI·Aug 1, 2019Object Detection Training — Preparing your custom datasetTutorial on annotating your custom image dataset in the Pascal VOC format Object detection is one of the most fascinating aspect of computer vision as it allows you to detect each individual object in images, locate their position and size as well relative to the rest of the image. …Machine Learning5 min readMachine Learning5 min read
Published inDeepQuestAI·Jun 28, 2019Transfer Learning with 5 lines of codeStep-by-step guide of training accurate models with limited number of images. In the field of modern Artificial Intelligence, Deep Learning has proved to be single most accurate methods to train intelligent models which can match and effectively augment human intelligence in performing tasks and solving problems. Deep Learning models have…Machine Learning5 min readMachine Learning5 min read
Published inDeepQuestAI·Jun 1, 2019Building your private Cloud AI API.Step-by-step tutorial on creating your private AI APIs on the cloud. The quest to build smarter applications and software systems has never been as paramount as it is in this era, where emerging technologies like Artificial Intelligence becomes a major differentiating factor between digital products that win the market and…Ubuntu5 min readUbuntu5 min read
Published inTowards Data Science·May 17, 2019The story and Future of ImageAI - One year AnniversaryGlobal reach, case studies and future versions of ImageAI — It is with utmost excitement that I write this piece, not only because the ImageAI project has made incredible impact since it’s launch on the 22nd of March 2018, but because of the innovations that will be made possible by the project in years to come. It’s been been a…Machine Learning6 min readMachine Learning6 min read
