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Taneesh Gupta's Projects

age-detection icon age-detection

Facial feature analysis has always been a topic of interest mainly due to its applicability. Deep Learning techniques are now making it possible for face analysis to be not just a dream but a reality.

beatnet icon beatnet

This repository contains the implementation of the AI-based "BeatNet" Joint beat, downbeat, tempo, and meter tracking system using CRNN and particle filtering. 2021's state-of-the-art online model - (ISMIR 2021).

cornell-birdcall-identification icon cornell-birdcall-identification

Birdcall detection fro the audio clip by generating log melspectrogram images and classifying them with Convolutional Neural Network

cutmix icon cutmix

a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

g2net icon g2net

In this competition , our aim was to detect GW signals from the mergers of binary black holes. Specifically, we have build a model to analyze simulated GW time-series data from a network of Earth-based detectors.

lyft icon lyft

Autonomous vehicles (AVs) are expected to dramatically redefine the future of transportation. However, there are still significant engineering challenges to be solved before one can fully realize the benefits of self-driving cars. One such challenge is building models that reliably predict the movement of traffic agents around the AV, such as cars, cyclists, and pedestrians.

medivision icon medivision

A Virtual diagnoser of diseases using medical scans.

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

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