Chitra Singh (chitraa)

chitraa

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Location:Bangalore, India

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Chitra Singh's starred repositories

minos

MINOS: Multimodal Indoor Simulator

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tailwindcss

A utility-first CSS framework for rapid UI development.

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CloudComPy

Python wrapper for CloudCompare

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instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

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awesome-3D-gaussian-splatting

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

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SegmentAnything3D

[ICCV'23 Workshop] SAM3D: Segment Anything in 3D Scenes

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pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

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MaMMUT-pytorch

Implementation of MaMMUT, a simple vision-encoder text-decoder architecture for multimodal tasks from Google, in Pytorch

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Z-Anatomy

Z-Anatomy app Unity project

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diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

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MDViT

[MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)

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CLIP_Explainability

code for studying OpenAI's CLIP explainability

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SAM-Med3D

SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image

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super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

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semantic_video_search

A FiftyOne Plugin that allows you to search across any modality in your videos!

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awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

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awesome-medical-vision-language-models

A collection of resources on Medical Vision-Language Models

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Awesome-Prompting-on-Vision-Language-Model

This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.

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CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

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annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

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MRL

Code repository for the paper - "Matryoshka Representation Learning"

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k-diffusion

Karras et al. (2022) diffusion models for PyTorch

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SimSIMD

Up to 200x Faster Inner Products and Vector Similarity โ€” for Python, JavaScript, Rust, C, and Swift, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE ๐Ÿ“

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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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vit-explain

Explainability for Vision Transformers

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umap

Uniform Manifold Approximation and Projection

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moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

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micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

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