Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector

no code implementations • 20 Nov 2018 • Pravendra Singh, Manikandan. R, Neeraj Matiyali, Vinay P. Namboodiri

Additionally, we also empirically show our method's adaptability for classification based architecture VGG16 on datasets CIFAR and German Traffic Sign Recognition Benchmark (GTSRB) achieving a compression rate of 125X and 200X with the reduction in flops by 90. 50% and 96. 6% respectively with no loss of accuracy.

Traffic Sign Detection Traffic Sign Recognition

ASTROMLSKIT: A New Statistical Machine Learning Toolkit: A Platform for Data Analytics in Astronomy

no code implementations • 29 Apr 2015 • Snehanshu Saha, Surbhi Agrawal, Manikandan. R, Kakoli Bora, Swati Routh, Anand Narasimhamurthy

Astroinformatics is a new impact area in the world of astronomy, occasionally called the final frontier, where several astrophysicists, statisticians and computer scientists work together to tackle various data intensive astronomical problems.

Astronomy BIG-bench Machine Learning +1