Praneet BommainAnalytics 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…5 min read·Sep 17, 2023----
Praneet BommainTowards Data ScienceDetecting 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…8 min read·Apr 4, 2022----
Praneet BommainGeek CultureSemantic Segmentation with SegFormerLet’s train a semantic segmentation transformer based model called SegFormer. The model has SOTA results on various open-source datasets.6 min read·Jan 6, 2022--4--4
Praneet BommainTowards Data ScienceReal-time Object Detection on CPUReal-time Object Detection on CPU using OpenVino. Sounds magical right? Well, let’s actually do it to believe it.5 min read·Jun 13, 2021--2--2
Praneet BommainAnalytics 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…6 min read·Apr 17, 2021--2--2
Praneet BommainTowards Data ScienceVisualising LSTM Activations in KerasSee what each LSTM cell learns from your input data5 min read·Jan 26, 2020--5--5