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Akash's Projects

3drotnet icon 3drotnet

Code for Self-supervised Spatiotemporal Feature Learning by Video Geometric Transformations

action-anticipation-losses icon action-anticipation-losses

Implements the loss used in A. Furnari, S. Battiato, G. M. Farinella (2018). Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation . In International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV .

akash-gupta.github.io icon akash-gupta.github.io

This is my (old) personal website using bootstrap. Free to clone and use as your website template :-) New homepage:

awesome-tikz icon awesome-tikz

A curated list of awesome TikZ documentations, libraries and resources

barcode_detection_benchmark icon barcode_detection_benchmark

Code for paper "New Benchmarks for Barcode Detection using both Synthetic and Real Data" https://link.springer.com/chapter/10.1007%2F978-3-030-57058-3_34

bigdetection icon bigdetection

BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

continual-learning-for-har icon continual-learning-for-har

A continual model for human activity recognition (called HAR-GAN). It is based on a technique called `generative replay` which two models (classifier and generator) are trainined in the same time to keep learning a new task but also retrain previously learned knwoledge.

coordconv icon coordconv

Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

danet icon danet

Dual Attention Network for Scene Segmentation (CVPR2019)

deeptemporalsr icon deeptemporalsr

Across Scales & Across Dimensions - Temporal Super-Resolution using Deep Internal Learning

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

il_video_inpainting icon il_video_inpainting

Official pytorch implementation for "An Internal Learning Approach to Video Inpainting" (ICCV 2019)

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

misc icon misc

Some helpful codes for beginners

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