Arindam-1991

Arindam Sikdar's starred repositories

PlotNeuralNet

Latex code for making neural networks diagrams

Language:TeXMIT21037 228 116

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Language:PythonMIT10716 66 256

PySyft

Perform data science on data that remains in someone else's server

Language:PythonApache-2.09247 199 3379

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Language:PythonMPL-2.07689 86 447

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

Language:PythonApache-2.06268 96 659

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

5978 246 19

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Language:PythonApache-2.03876 43 1326

VideoPose3D

Efficient 3D human pose estimation in video using 2D keypoint trajectories

Language:PythonNOASSERTION3552 102 232

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

Language:Jupyter NotebookMIT3228 53 173

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

Language:PythonApache-2.02989 39 222

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Language:Jupyter NotebookBSD-2-Clause2988 157 10

Awesome-Deblurring

A curated list of resources for Image and Video Deblurring

2250 66 19

image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

Language:PythonApache-2.02000 51 93

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

Language:PythonMIT1305 15 57

VMZ

VMZ: Model Zoo for Video Modeling

Language:PythonApache-2.01033 110 123

ActivityNet

This repository is intended to host tools and demos for ActivityNet

Language:Jupyter NotebookMIT939 24 93

Efficient-Segmentation-Networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

Language:PythonMIT864 21 24

RoadDamageDetector

Language:Jupyter NotebookMIT699 44 46

actionformer_release

Code release for ActionFormer (ECCV 2022)

Language:PythonMIT381 10 129

StridedTransformer-Pose3D

[TMM 2022] Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation

Language:PythonMIT329 8 34

Multi-Modal-Transformer

The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-language transformer, video-language transformer and self-supervised learning models. Additionally, it also collects many useful tutorials and tools in these related domains.

205 8 1

DeepSOCIAL

Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic and Beyond

Language:Jupyter NotebookGPL-3.0162 4 8

Real-Time-Multiple-Person-Recognition-and-Tracking-for-CCTV-Camera

a surveillance system for CCTV cameras which recognizes selected multiple target individuals and tracks in real time across multiple cameras, with detection, recognition, and kernel-based tracking modules. Facial recognition is done using HOG features and image embedding using OpenFace. We were able to perform simultaneous tracking and recognition of multiple individuals across multiple cameras in real time. Winning project, Smart India Hackathon 2019.

Language:Python5100