Arun PrakashinFrancium TechImprove the performance of your object detection modelWe have seen how to build a custom object detector using Faster RCNN with PyTorch. That model performed pretty decently with the IOU of…Sep 2, 2020Sep 2, 2020
Arun PrakashinFrancium TechSemi-Supervised Learning with Pseudo labelingWith so much advancement in technology and computing power, we are at ease in dealing with many of the supervised learning problems. This…Sep 1, 2020Sep 1, 2020
Arun PrakashinFrancium TechCustom Object Detection with YOLO v5If you are familiar with object detection then it’s quite certain that you know a bit about YOLO. It’s an efficient and faster object…Aug 31, 20201Aug 31, 20201
Arun PrakashinFrancium TechObject Detection with Faster RCNNObject Detection is always a hot topic in computer vision and is applied in many areas such as security, surveillance, autonomous vehicle…Aug 29, 20202Aug 29, 20202
Arun PrakashinFrancium TechPostgres Common Table ExpressionsCommon Table Expressions (CTE), also known as the WITH clause, is an awesome feature that helps in breaking down big queries into smaller…May 7, 2020May 7, 2020
Arun PrakashinFrancium TechEnhance images with AutoencodersAutoencoders are a type of artificial neural network that can learn how to efficiently encode and compress the data and then learn to…May 5, 2020May 5, 2020
Arun PrakashinFrancium TechTime series prediction with Tensorflow and KerasIt’s always fascinating to see how the neural networks pull off amazing results, but even for them, it's not easy learning…Apr 1, 20203Apr 1, 20203
Arun PrakashinFrancium TechFace verification with Azure Face APII have recently got a requirement to verify two images and see if both the images have the same person in it. This looks very interesting…Mar 25, 2020Mar 25, 2020
Arun PrakashinFrancium TechTrain a model in google colaboratory with google drive dataAs DL engineers we always wanted access to super computers and when it’s available for free, we would love to make full use of it. Google…Jan 6, 2020Jan 6, 2020
Arun PrakashinFrancium TechTraining Deep learning models with Google Cloud ML EngineWe often develop our DL models without much difficulties but training them with the huge amount of dataset is always a painful task when…Dec 29, 2018Dec 29, 2018