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cs.CV2021
Dataset Structural Index: Leveraging a machine's perspective towards visual data
Dishant Parikh
With advances in vision and perception architectures, we have realized that working with data is equally crucial, if not more, than the algorithms. Till today, we have trained mach…
cs.CV2021
S-Extension Patch: A simple and efficient way to extend an object detection model
Dishant Parikh
While building convolutional network-based systems, the toll it takes to train the network is something that cannot be ignored. In cases where we need to append additional capabili…
cs.CV2020
Similarity-Based Clustering for Enhancing Image Classification Architectures
Dishant Parikh
Convolutional networks are at the center of best-in-class computer vision applications for a wide assortment of undertakings. Since 2014, a profound amount of work began to make be…