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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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

This repository contains all the code and materials distributed in the 2021 Q-Programming Summer of Qode.

Q-Programming Summer of Qode This repository contains all the code and materials distributed in the Q-Programming Summer of Qode. If you want to creat

11 Jun 11, 2021

This repository contains the code and models necessary to replicate the results of paper: How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective

Black-Box-Defense This repository contains the code and models necessary to replicate the results of our recent paper: How to Robustify Black-Box ML M

2 Oct 05, 2022

Code for our paper 'Generalized Category Discovery'

Generalized Category Discovery This repo is a placeholder for code for our paper: Generalized Category Discovery Abstract: In this paper, we consider

107 Dec 28, 2022

A very tiny, very simple, and very secure file encryption tool.

Picocrypt is a very tiny (hence "Pico"), very simple, yet very secure file encryption tool. It uses the modern ChaCha20-Poly1305 cipher suite as well

1k Dec 30, 2022

Data, model training, and evaluation code for "PubTables-1M: Towards a universal dataset and metrics for training and evaluating table extraction models".

PubTables-1M This repository contains training and evaluation code for the paper "PubTables-1M: Towards a universal dataset and metrics for training a

365 Jan 04, 2023

OneShot Learning-based hotword detection.

EfficientWord-Net Hotword detection based on one-shot learning Home assistants require special phrases called hotwords to get activated (eg:"ok google

102 Dec 25, 2022

HyperLib: Deep learning in the Hyperbolic space

HyperLib: Deep learning in the Hyperbolic space Background This library implements common Neural Network components in the hypberbolic space (using th

105 Dec 25, 2022

VD-BERT: A Unified Vision and Dialog Transformer with BERT

VD-BERT: A Unified Vision and Dialog Transformer with BERT PyTorch Code for the following paper at EMNLP2020: Title: VD-BERT: A Unified Vision and Dia

44 Nov 01, 2022

Vehicle speed detection with python

Vehicle-speed-detection In the project simulate the tracker.py first then simulate the SpeedDetector.py. Finally, a new window pops up and the output

3 Dec 15, 2022

Conversational text Analysis using various NLP techniques

PyConverse Let me try first Installation pip install pyconverse Usage Please try this notebook that demos the core functionalities: basic usage noteb

158 Dec 25, 2022

AI创造营：Metaverse启动机之重构现世，结合PaddlePaddle 和 Wechaty 创造自己的聊天机器人

paddle-wechaty-Zodiac AI创造营：Metaverse启动机之重构现世，结合PaddlePaddle 和 Wechaty 创造自己的聊天机器人 12星座若穿越科幻剧，会拥有什么超能力呢？快来迎接你的专属超能力吧！现在很多年轻人都喜欢看科幻剧，像是复仇者系列，里面有很多英雄、超

105 Dec 22, 2022

Neural Nano-Optics for High-quality Thin Lens Imaging

Neural Nano-Optics for High-quality Thin Lens Imaging Project Page | Paper | Data Ethan Tseng, Shane Colburn, James Whitehead, Luocheng Huang, Seung-H

39 Dec 05, 2022

Kaggle Lyft Motion Prediction for Autonomous Vehicles 4th place solution

Lyft Motion Prediction for Autonomous Vehicles Code for the 4th place solution of Lyft Motion Prediction for Autonomous Vehicles on Kaggle. Discussion

44 Jun 27, 2022

This a classic fintech problem that introduces real life difficulties such as data imbalance. Check out the notebook to find out more!

Credit Card Fraud Detection Introduction Online transactions have become a crucial part of any business over the years. Many of those transactions use

0 Jan 20, 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

This repository contains all the code and materials distributed in the 2021 Q-Programming Summer of Qode.

This repository contains the code and models necessary to replicate the results of paper: How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective

Code for our paper 'Generalized Category Discovery'

A very tiny, very simple, and very secure file encryption tool.

Data, model training, and evaluation code for "PubTables-1M: Towards a universal dataset and metrics for training and evaluating table extraction models".

OneShot Learning-based hotword detection.

HyperLib: Deep learning in the Hyperbolic space

VD-BERT: A Unified Vision and Dialog Transformer with BERT

Vehicle speed detection with python

Conversational text Analysis using various NLP techniques

AI创造营：Metaverse启动机之重构现世，结合PaddlePaddle 和 Wechaty 创造自己的聊天机器人

Neural Nano-Optics for High-quality Thin Lens Imaging

Kaggle Lyft Motion Prediction for Autonomous Vehicles 4th place solution

This a classic fintech problem that introduces real life difficulties such as data imbalance. Check out the notebook to find out more!

Improving Query Representations for DenseRetrieval with Pseudo Relevance Feedback:A Reproducibility Study.

Synthesize photos from PhotoDNA using machine learning 🌱

Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation

RoBERTa Marathi Language model trained from scratch during huggingface 🤗 x flax community week

StrongSORT: Make DeepSORT Great Again

CoReNet is a technique for joint multi-object 3D reconstruction from a single RGB image.

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

This repository contains all the code and materials distributed in the 2021 Q-Programming Summer of Qode.

This repository contains the code and models necessary to replicate the results of paper: How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective

Code for our paper 'Generalized Category Discovery'

A very tiny, very simple, and very secure file encryption tool.

Data, model training, and evaluation code for "PubTables-1M: Towards a universal dataset and metrics for training and evaluating table extraction models".

OneShot Learning-based hotword detection.

HyperLib: Deep learning in the Hyperbolic space

VD-BERT: A Unified Vision and Dialog Transformer with BERT

Vehicle speed detection with python

Conversational text Analysis using various NLP techniques

AI创造营 ：Metaverse启动机之重构现世，结合PaddlePaddle 和 Wechaty 创造自己的聊天机器人

Neural Nano-Optics for High-quality Thin Lens Imaging

Kaggle Lyft Motion Prediction for Autonomous Vehicles 4th place solution

This a classic fintech problem that introduces real life difficulties such as data imbalance. Check out the notebook to find out more!

Improving Query Representations for DenseRetrieval with Pseudo Relevance Feedback:A Reproducibility Study.

Synthesize photos from PhotoDNA using machine learning 🌱

Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation

RoBERTa Marathi Language model trained from scratch during huggingface 🤗 x flax community week

StrongSORT: Make DeepSORT Great Again

CoReNet is a technique for joint multi-object 3D reconstruction from a single RGB image.

AI创造营：Metaverse启动机之重构现世，结合PaddlePaddle 和 Wechaty 创造自己的聊天机器人