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

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Deep LearningSoC-Winter
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.
Web and Coding Club, IIT Bombay
GitHub Repository
Optimized code based on M2 for faster image captioning training

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Torch implementation of SegNet and deconvolutional network

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Fedor Chervinskii 5 Jul 17, 2020
Instant neural graphics primitives: lightning fast NeRF and more

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A Tensorflow based library for Time Series Modelling with Gaussian Processes

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Secondmind Labs 24 Dec 12, 2022
GAN JAX - A toy project to generate images from GANs with JAX

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Valentin Goldité 14 Nov 29, 2022
Reimplementation of Learning Mesh-based Simulation With Graph Networks

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Jingwei Xu 33 Dec 14, 2022
Single-stage Keypoint-based Category-level Object Pose Estimation from an RGB Image

CenterPose Overview This repository is the official implementation of the paper "Single-stage Keypoint-based Category-level Object Pose Estimation fro

NVIDIA Research Projects 188 Dec 27, 2022
This repository includes the official project for the paper: TransMix: Attend to Mix for Vision Transformers.

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Jie-Neng Chen 130 Jan 01, 2023
Invert and perturb GAN images for test-time ensembling

GAN Ensembling Project Page | Paper | Bibtex Ensembling with Deep Generative Views. Lucy Chai, Jun-Yan Zhu, Eli Shechtman, Phillip Isola, Richard Zhan

Lucy Chai 93 Dec 08, 2022
Create time-series datacubes for supervised machine learning with ICEYE SAR images.

ICEcube is a Python library intended to help organize SAR images and annotations for supervised machine learning applications. The library generates m

ICEYE Ltd 65 Jan 03, 2023
Official PyTorch Implementation of SSMix (Findings of ACL 2021)

SSMix: Saliency-based Span Mixup for Text Classification (Findings of ACL 2021) Official PyTorch Implementation of SSMix | Paper Abstract Data augment

Clova AI Research 52 Dec 27, 2022
Multi-Object Tracking in Satellite Videos with Graph-Based Multi-Task Modeling

TGraM Multi-Object Tracking in Satellite Videos with Graph-Based Multi-Task Modeling, Qibin He, Xian Sun, Zhiyuan Yan, Beibei Li, Kun Fu Abstract Rece

Qibin He 6 Nov 25, 2022
Evolution Strategies in PyTorch

Evolution Strategies This is a PyTorch implementation of Evolution Strategies. Requirements Python 3.5, PyTorch = 0.2.0, numpy, gym, universe, cv2 Wh

Andrew Gambardella 333 Nov 14, 2022
Learning with Subset Stacking

Learning with Subset Stacking (LESS) LESS is a new supervised learning algorithm that is based on training many local estimators on subsets of a given

S. Ilker Birbil 19 Oct 04, 2022
Black-Box-Tuning - Black-Box Tuning for Language-Model-as-a-Service

Black-Box-Tuning Source code for paper "Black-Box Tuning for Language-Model-as-a-Service". Being busy recently, the code in this repo and this tutoria

Tianxiang Sun 149 Jan 04, 2023
A collection of models for image<->text generation in ACM MM 2021.

Bi-directional Image and Text Generation UMT-BITG (image & text generator) Unifying Multimodal Transformer for Bi-directional Image and Text Generatio

Multimedia Research 63 Oct 30, 2022
Use tensorflow to implement a Deep Neural Network for real time lane detection

LaneNet-Lane-Detection Use tensorflow to implement a Deep Neural Network for real time lane detection mainly based on the IEEE IV conference paper "To

MaybeShewill-CV 1.9k Jan 08, 2023
Omnidirectional Scene Text Detection with Sequential-free Box Discretization (IJCAI 2019). Including competition model, online demo, etc.

Box_Discretization_Network This repository is built on the pytorch [maskrcnn_benchmark]. The method is the foundation of our ReCTs-competition method

Yuliang Liu 266 Nov 24, 2022
Code for the paper A Theoretical Analysis of the Repetition Problem in Text Generation

A Theoretical Analysis of the Repetition Problem in Text Generation This repository share the code for the paper "A Theoretical Analysis of the Repeti

Zihao Fu 37 Nov 21, 2022
Accelerated Multi-Modal MR Imaging with Transformers

Accelerated Multi-Modal MR Imaging with Transformers Dependencies numpy==1.18.5 scikit_image==0.16.2 torchvision==0.8.1 torch==1.7.0 runstats==1.8.0 p

54 Dec 16, 2022