Published inAnalytics VidhyaSupercharging Pandas: 3600x Faster with Vectorization and CuDFWorking with tabular data is a breeze, thanks to pandas for all the ease of implementation it provides. As powerful as pandas is, it still…Sep 17, 2023Sep 17, 2023
Published inTDS ArchiveDetecting defects in PCBs with YOLOX using OpenMMLabObject Detection using OpenMMLab with a new architecture in the ever famous YOLO series — YOLOX. We will be trying to detect different…Apr 4, 2022Apr 4, 2022
Published inGeek CultureSemantic Segmentation with SegFormerLet’s train a semantic segmentation transformer based model called SegFormer. The model has SOTA results on various open-source datasets.Jan 6, 20224Jan 6, 20224
Published inTDS ArchiveReal-time Object Detection on CPUReal-time Object Detection on CPU using OpenVino. Sounds magical right? Well, let’s actually do it to believe it.Jun 13, 20212Jun 13, 20212
Published inAnalytics VidhyaDistributed Training in PyTorch — Part 1 (Distributed Data Parallel)Today we will be covering Distributed Data Parallel in PyTorch which can be used to distribute data across GPUs to train the model with…Apr 17, 20212Apr 17, 20212
Published inTDS ArchiveVisualising LSTM Activations in KerasSee what each LSTM cell learns from your input dataJan 26, 20205Jan 26, 20205
