Checkout some cool self-projects you can try your hands on to curb your boredom this December!

Last update: Nov 08, 2022

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Overview

SoC-Winter

Checkout some cool self-projects you can try your hands on to curb your boredom this December! These are short projects that you can do yourself in 1-2 weeks during this winter break, and strengthen your grip in the field of your choice.

Title	Field
Facial Emotion Detection	ML,CV
Tic-Tac-Toe AI	Python
Deep Reinforcement Learning	ML,RL
Deploying Image Colorization Model	ML,Dev
Neural Style Transfer for Stylising Images	ML
Instagram Clone	App Dev
Sketch To Coloured Image	ML
Music Application	Dev
Library Management System	Backend Dev
Competitive Programming	CP
Slack Clone	Dev
Physics Engine	Game Dev

If you have doubts, Feel free to discuss them on our Telegram Group!

Created with ❤️ by WnCC

Owner

Web and Coding Club, IIT Bombay

The official programming club of IIT Bombay.

GitHub Repository

A Python library for common tasks on 3D point clouds

Point Cloud Utils (pcu) - A Python library for common tasks on 3D point clouds Point Cloud Utils (pcu) is a utility library providing the following fu

622 Dec 27, 2022

Data stream analytics: Implement online learning methods to address concept drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" accepted in IEEE GlobeCom 2021.

PWPAE-Concept-Drift-Detection-and-Adaptation This is the code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT

162 Dec 16, 2022

Bottom-up Human Pose Estimation

Introduction This is the official code of Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation. This paper has been accepted to CVPR2

108 Dec 01, 2022

Blind visual quality assessment on 360° Video based on progressive learning

Blind visual quality assessment on omnidirectional or 360 video (ProVQA) Blind VQA for 360° Video via Progressively Learning from Pixels, Frames and V

5 Jan 06, 2023

Code for A Volumetric Transformer for Accurate 3D Tumor Segmentation

VT-UNet This repo contains the supported pytorch code and configuration files to reproduce 3D medical image segmentaion results of VT-UNet. Environmen

114 Dec 20, 2022

Mitsuba 2: A Retargetable Forward and Inverse Renderer

Mitsuba Renderer 2 Documentation Mitsuba 2 is a research-oriented rendering system written in portable C++17. It consists of a small set of core libra

2k Jan 07, 2023

:hot_pepper: R²SQL: "Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing." (AAAI 2021)

R²SQL The PyTorch implementation of paper Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing. (AAAI 2021) Requirement

60 Dec 31, 2022

Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.

PS-SC GAN This repository contains the main code for training a PS-SC GAN (a GAN implemented with the Perceptual Simplicity and Spatial Constriction c

40 Dec 16, 2022

"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022

Graph Neural Controlled Differential Equations for Traffic Forecasting Setup Python environment for STG-NCDE Install python environment $ conda env cr

55 Dec 28, 2022

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pix2pix-pytorch PyTorch implementation of Image-to-Image Translation Using Conditional Adversarial Networks. Based on pix2pix by Phillip Isola et al.

383 Dec 17, 2022

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

pytorch-fcn PyTorch implementation of Fully Convolutional Networks. Requirements pytorch = 0.2.0 torchvision = 0.1.8 fcn = 6.1.5 Pillow scipy tqdm

1.6k Jan 07, 2023

A complete speech segmentation system using Kaldi and x-vectors for voice activity detection (VAD) and speaker diarisation.

bbc-speech-segmenter: Voice Activity Detection & Speaker Diarization A complete speech segmentation system using Kaldi and x-vectors for voice activit

16 Oct 27, 2022

Checkout some cool self-projects you can try your hands on to curb your boredom this December!

Related tags

Overview

SoC-Winter

Owner

Web and Coding Club, IIT Bombay

A Python library for common tasks on 3D point clouds

Data stream analytics: Implement online learning methods to address concept drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" accepted in IEEE GlobeCom 2021.

Bottom-up Human Pose Estimation

Blind visual quality assessment on 360° Video based on progressive learning

Code for A Volumetric Transformer for Accurate 3D Tumor Segmentation

Mitsuba 2: A Retargetable Forward and Inverse Renderer

:hot_pepper: R²SQL: "Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing." (AAAI 2021)

Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.

"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

A complete speech segmentation system using Kaldi and x-vectors for voice activity detection (VAD) and speaker diarisation.

How Effective is Incongruity? Implications for Code-mix Sarcasm Detection.

基于tensorflow 2.x的图片识别工具集

The codes and related files to reproduce the results for Image Similarity Challenge Track 1.

Complete the code of prefix-tuning in low data setting

MDMM - Learning multi-domain multi-modality I2I translation

🐦 Opytimizer is a Python library consisting of meta-heuristic optimization techniques.

Uni-Fold: Training your own deep protein-folding models

🎁 3,000,000+ Unsplash images made available for research and machine learning