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Ankit Shah's Projects

sed-crnn icon sed-crnn

Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection winning method.

segformer icon segformer

Official implementation of "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"

segformer-pytorch icon segformer-pytorch

Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

seld-dcase2022 icon seld-dcase2022

Baseline method for sound event localization task of DCASE 2022 challenge

seld-net icon seld-net

Sound event localization and detection of overlapping sources in three dimensions using convolutional recurrent neural network

self-driving-car- icon self-driving-car-

A End to End CNN Model which predicts the steering wheel angle based on the video/image

self-label icon self-label

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

self-mm icon self-mm

Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"

self_critical_vqa icon self_critical_vqa

Code for NeurIPS 2019 paper ``Self-Critical Reasoning for Robust Visual Question Answering''

selfstudy icon selfstudy

Code for reproducing experiments in "How Useful is Self-Supervised Pretraining for Visual Tasks?"

setfit icon setfit

Efficient few-shot learning with Sentence Transformers

shift_sec icon shift_sec

Code for the paper "Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks".

silero-models icon silero-models

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

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