Search Results for author: Partho Ghosh

Found 4 papers, 1 papers with code

ResDTA: Predicting Drug-Target Binding Affinity Using Residual Skip Connections

no code implementations20 Mar 2023 Partho Ghosh, Md. Aynal Haque

The results show that the proposed deep learning-based model that uses the 1D representations of targets and drugs is an effective approach for drug target binding affinity prediction and it does not require additional chemical domain knowledge to work with.

Binary Classification

SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras

no code implementations19 Aug 2020 Asif Shahriyar Sushmit, Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Taufiq Hasan

In comparison to a single-stream network, the proposed two-stream method achieves an absolute improvement of $14. 366\%$ and $10. 324\%$ for averaged F1 score and accuracy, respectively, when average results are compared for three different frame sizes $224\times224$, $112\times112$, and $64\times64$.

Action Detection Activity Detection +2

Privacy-Aware Activity Classification from First Person Office Videos

no code implementations11 Jun 2020 Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Ridwan Abrar, Ankan Ghosh Dastider, Asif Shahriyar Sushmit, Taufiq Hasan

In the advent of wearable body-cameras, human activity classification from First-Person Videos (FPV) has become a topic of increasing importance for various applications, including in life-logging, law-enforcement, sports, workplace, and healthcare.

Classification General Classification

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