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

Pytorch implementation of the paper Improving Text-to-Image Synthesis Using Contrastive Learning

T2I_CL This is the official Pytorch implementation of the paper Improving Text-to-Image Synthesis Using Contrastive Learning Requirements Linux Python

42 Dec 31, 2022

Posterior predictive distributions quantify uncertainties ignored by point estimates.

177 Dec 06, 2022

Learning recognition/segmentation models without end-to-end training. 40%-60% less GPU memory footprint. Same training time. Better performance.

InfoPro-Pytorch The Information Propagation algorithm for training deep networks with local supervision. (ICLR 2021) Revisiting Locally Supervised Lea

78 Dec 27, 2022

HeatNet is a python package that provides tools to build, train and evaluate neural networks designed to predict extreme heat wave events globally on daily to subseasonal timescales.

HeatNet HeatNet is a python package that provides tools to build, train and evaluate neural networks designed to predict extreme heat wave events glob

6 Jul 07, 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

Pytorch implementation of the paper Improving Text-to-Image Synthesis Using Contrastive Learning

Posterior predictive distributions quantify uncertainties ignored by point estimates.

Learning recognition/segmentation models without end-to-end training. 40%-60% less GPU memory footprint. Same training time. Better performance.

PoseCamera is python based SDK for human pose estimation through RGB webcam.

Code for Max-Margin Contrastive Learning - AAAI 2022

:fire: 2D and 3D Face alignment library build using pytorch

Implementation of Self-supervised Graph-level Representation Learning with Local and Global Structure (ICML 2021).

Turi Create simplifies the development of custom machine learning models.

시각 장애인을 위한 스마트 지팡이에 활용될 딥러닝 모델 (DL Model Repo)

A hue shift helper for OBS

Asterisk is a framework to generate high-quality training datasets at scale

It is a simple library to speed up CLIP inference up to 3x (K80 GPU)

Continuum Learning with GEM: Gradient Episodic Memory

Robust Lane Detection via Expanded Self Attention (WACV 2022)

Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.

Symbolic Parallel Adaptive Importance Sampling for Probabilistic Program Analysis in JAX

Code for our EMNLP 2021 paper “Heterogeneous Graph Neural Networks for Keyphrase Generation”

A PyTorch Library for Accelerating 3D Deep Learning Research

Fashion Entity Classification

HeatNet is a python package that provides tools to build, train and evaluate neural networks designed to predict extreme heat wave events globally on daily to subseasonal timescales.