KTKrishna Tibrewalinnorse.hashnode.dev·Sep 15, 2021 · 1 min readTaking computers from pre-school to graduationComputers are lazy, they do mundane tasks pretty fast and are clueless about interesting things. They use the brute force of computation with some tricks but all that fails when pushed to limits so humans get them more power and intelligence. They su...00
KTKrishna Tibrewalinnorse.hashnode.dev·Aug 30, 2021 · 2 min readLearning like a toddler, from few instances or by imaginationdeep learning bests human performance on tasks when abundent data is available which is both painful and time-consuming. Its not full proof either,manual annotaters can label things wrong all the time due to various reasons or sometimes the categorie...00
KTKrishna Tibrewalinnorse.hashnode.dev·Aug 10, 2021 · 2 min readAn Overview of Image Classification ArchitectureImage classification is the central problem in computer vision; all other vision tasks, such as object detection, instance segmentation, and so on, begin with image classification. As a result, it is critical to thoroughly study IC and comprehend all...00
KTKrishna Tibrewalinnorse.hashnode.dev·Jul 2, 2021 · 2 min readDeep Learning on Steriodsworking on a computer vision model where I executed every step of machine learning pipeline and becoming familiar with potential pitfalls. The bit that surprised me the most was our model was only as good as the dataset. Outside the dataset the model...00
