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

Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy

Introduction ImagePy is an open source image processing framework written in Python. Its UI interface, image data structure and table data structure a

1.2k Dec 29, 2022

People Interaction Graph

Gihan Jayatilaka*, Jameel Hassan*, Suren Sritharan*, Janith Senananayaka, Harshana Weligampola, et. al., 2021. Holistic Interpretation of Public Scenes Using Computer Vision and Temporal Graphs to Id

1 Aug 24, 2022

Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)

rethink-audio-fsl This repo contains the source code for the paper "Who calls the shots? Rethinking Few-Shot Learning for Audio." (WASPAA 2021) Table

34 Dec 24, 2022

Layer 7 DDoS Panel with Cloudflare Bypass ( UAM, CAPTCHA, BFM, etc.. )

Blood Deluxe DDoS DDoS Attack Panel includes CloudFlare Bypass (UAM, CAPTCHA, BFM, etc..)(It works intermittently. Working on it) Don't attack any web

272 Nov 01, 2022

Deep Learning for Computer Vision final project

1 Nov 30, 2021

🔪 Elimination based Lightweight Neural Net with Pretrained Weights

ELimNet ELimNet: Eliminating Layers in a Neural Network Pretrained with Large Dataset for Downstream Task Removed top layers from pretrained Efficient

4 Jul 12, 2022

Code for "LASR: Learning Articulated Shape Reconstruction from a Monocular Video". CVPR 2021.

LASR Installation Build with conda conda env create -f lasr.yml conda activate lasr # install softras cd third_party/softras; python setup.py install;

157 Dec 26, 2022

Memory-efficient optimum einsum using opt_einsum planning and PyTorch kernels.

opt-einsum-torch There have been many implementations of Einstein's summation. numpy's numpy.einsum is the least efficient one as it only runs in sing

9 Nov 18, 2022

Contextualized Perturbation for Textual Adversarial Attack, NAACL 2021

Contextualized Perturbation for Textual Adversarial Attack Introduction This is a PyTorch implementation of Contextualized Perturbation for Textual Ad

30 Jan 01, 2023

Gym environments used in the paper: "Developmental Reinforcement Learning of Control Policy of a Quadcopter UAV with Thrust Vectoring Rotors"

gym_multirotor Gym to train reinforcement learning agents on UAV platforms Quadrotor Tiltrotor Requirements This package has been tested on Ubuntu 18.

19 Dec 29, 2022

Code of our paper "Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning"

CCOP Code of our paper Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning Requirement Install OpenSelfSup Install Detectron2

21 Dec 13, 2022

An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.

简体中文 | English News [2021-10-12] PaddleNLP 2.1版本已发布！新增开箱即用的NLP任务能力、Prompt Tuning应用示例与生成任务的高性能推理！ 🎉 更多详细升级信息请查看Release Note。 [2021-08-22]《千言：面向事实一致性的生

6.9k Jan 01, 2023

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

Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy

People Interaction Graph

Who calls the shots? Rethinking Few-Shot Learning for Audio (WASPAA 2021)

Layer 7 DDoS Panel with Cloudflare Bypass ( UAM, CAPTCHA, BFM, etc.. )

Deep Learning for Computer Vision final project

🔪 Elimination based Lightweight Neural Net with Pretrained Weights

Code for "LASR: Learning Articulated Shape Reconstruction from a Monocular Video". CVPR 2021.

Memory-efficient optimum einsum using opt_einsum planning and PyTorch kernels.

Contextualized Perturbation for Textual Adversarial Attack, NAACL 2021

Gym environments used in the paper: "Developmental Reinforcement Learning of Control Policy of a Quadcopter UAV with Thrust Vectoring Rotors"

Code of our paper "Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning"

An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.

A very simple baseline to estimate 2D & 3D SMPL-compatible keypoints from a single color image.

A unified 3D Transformer Pipeline for visual synthesis

kullanışlı ve işinizi kolaylaştıracak bir araç

Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)

Yoga - Yoga asana classifier for python

Implementation for the "Surface Reconstruction from 3D Line Segments" paper.

Unadversarial Examples: Designing Objects for Robust Vision

Source code for paper "Deep Superpixel-based Network for Blind Image Quality Assessment"