OBJECT DETECTION

Behind the Curtain: Learning Occluded Shapes for 3D Object Detection

Acknowledgement We implement our model, BtcDet, based on [OpenPcdet 0.3.0]. Installation Requirements All the codes are tested in the following environment: Install b. Install the dependent libraries as follows: Install the dependent python libraries: pip install -r requirements.txt Install the SparseConv library, we use the implementation from [spconv]. If you use PyTorch 1.1, then make sure you install the spconv v1.0 with (commit 8da6f96) instead of the latest one. If you use PyTorch 1.3+, then you need to install the […]

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Natural Language Processing

Text Summarization using Transformer on GPU Docker Deployment

Deploying a Text Summarization NLP use case on Docker Container Utilizing Nvidia GPU, to setup the enviroment on linux machine follow up the below process, make sure you should have a good configuration system, my system specs are listed below(I am utilizing DataCrunch Servers) : GPU : 2xV100.10V Image : Ubuntu 20.04 + CUDA 11.1 Some Insights/Explorations If you’re a proper linux user make sure to setup it CUDA, cudaNN and Cuda Toolkit If you’re a WSL2 user then you […]

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Segmentation

Masked-attention Mask Transformer for Universal Image Segmentation

Bowen Cheng, Ishan Misra, Alexander G. Schwing, Alexander Kirillov, Rohit Girdhar [arXiv] [Project] [BibTeX] Features A single architecture for panoptic, instance and semantic segmentation. Support major segmentation datasets: ADE20K, Cityscapes, COCO, Mapillary Vistas. Installation See installation instructions. Getting Started See Preparing Datasets for Mask2Former. See Getting Started with Mask2Former. Advanced usage See Advanced Usage of Mask2Former. Model Zoo and Baselines We provide a large set of baseline results and    

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Stock

A simple python stock Predictor

A simple python stock Predictor Demo Run Locally Clone the project git clone https://github.com/yashraj-n/stock-price-predictor Go to the project directory Install dependencies pip install autots numpy pandas matplotlib seaborn Run Usage/Examples To download dataset,Visit Yahoo Finance, search for your desired stock/cryptocurrency Then, goto historical dataset and click on download

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Weather

Simple Weather Check base on Hefeng api, Work on raspberry Pi

Simple Weather Check base on Hefeng api, Work on raspberry Pi 简单基于和风天气的查询 可以被树莓派使用 Use git clone https://github.com/DDizzzy79/LCD1602HeWeatherPull.git Then cd LCD1602HeWeatherPullThen Use [email protected]:~ $ sudo apt-get install i2c-tools    [email protected]:~ $ sudo apt-get install python-smbus    [email protected]:~ $ sudo i2cdetect -y 1  TO find your i2c Ports, Ater that, config The LCD1602.py File , Change The i2c setting to the one you foundAlso, In order to set the ports of i2c between RaspberryPi , Use gpio readall to check   To […]

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Action Recognition

An open-source project for long-tail classification

Supported Methods for Long-tailed Recognition: Reproduce Results Here we simply show part of results to prove that our implementation is reasonable. ImageNet-LT Method Backbone Reported Result Our Implementation CE ResNet-10 34.8 35.3 Decouple-cRT ResNet-10 41.8 41.8 Decouple-LWS ResNet-10 41.4 41.6 BalanceSoftmax ResNet-10 41.8 41.4 CE ResNet-50 41.6 43.2 LDAM-DRW* ResNet-50 48.8 51.2 Decouple-cRT ResNet-50 47.3 48.7 Decouple-LWS ResNet-50 47.7 49.3 CIFAR100-LT (Imbalance Ratio 100) ${dagger}$ means the reported results are copied from LADE    

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Network

Free,Cross-platform,Single-file mass network protocol server simulator

Free,Cross-platform,Single-file mass network protocol server simulator Description FaPro is a Fake Protocol Server tool, Can easily start or stop multiple network services. The goal is to support as many protocols as possible, and support as many deep interactions as possible for each protocol. Demo Site Features Supported Running Modes: Local Machine Virtual Network Supported Protocols: DNS DCE/RPC EIP Elasticsearch FTP HTTP IEC 104 Memcached Modbus

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Telegram

Play Video & Music on Telegram Group Video Chat

ʜᴇʟʟᴏ ❤️🇱🇰 Join us ᴠɪᴅᴇᴏ sᴛʀᴇᴀᴍ ɪs ᴀɴ ᴀᴅᴠᴀɴᴄᴇᴅ ᴛᴇʟᴇʀᴀᴍ ʙᴏᴛ ᴛʜᴀᴛ’s ᴀʟʟᴏᴡ ʏᴏᴜ ᴛᴏ ᴘʟᴀʏ ᴠɪᴅᴇᴏ & ᴍᴜsɪᴄ ᴏɴ ᴛᴇʟᴇɢʀᴀᴍ ɢʀᴏᴜᴘ ᴠɪᴅᴇᴏ ᴄʜᴀᴛ 🧪 ɢᴇᴛ sᴇssɪᴏɴ ɴᴀᴍᴇ ғʀᴏᴍ ʙᴇʟᴏᴡ: Pyrogram ᴘʀᴇᴠɪᴇᴡ ғᴇᴀᴛᴜʀᴇs ᴍᴜsɪᴄ & ᴠɪᴅᴇᴏ sᴛʀᴇᴀᴍ sᴜᴘᴘᴏʀᴛ ᴍᴜʟᴛɪᴄʜᴀᴛ sᴜᴘᴘᴏʀᴛ ᴘʟᴀʏʟɪsᴛ & ǫᴜᴇᴜᴇ sᴜᴘᴘᴏʀᴛ sᴋɪᴘ, ᴘᴀᴜsᴇ, ʀᴇsᴜᴍᴇ, sᴛᴏᴘ ғᴇᴀᴛᴜʀᴇ ᴍᴜsɪᴄ & ᴠɪᴅᴇᴏ ᴅᴏᴡɴʟᴏᴀᴅᴇʀ ғᴇᴀᴛᴜʀᴇ ɪɴʟɪɴᴇ sᴇᴀʀᴄʜ sᴜᴘᴘᴏʀᴛ ʏᴏᴜᴛᴜʙᴇ ᴅɪʀᴇᴄᴛ sᴇᴀʀᴄʜ sᴜᴘᴘᴏʀᴛ    

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Transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling

Lili Chen*, Kevin Lu*, Aravind Rajeswaran, Kimin Lee, Aditya Grover, Michael Laskin, Pieter Abbeel, Aravind Srinivas†, and Igor Mordatch† *equal contribution, †equal advising A link to our paper can be found on arXiv. Overview Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.Contains scripts to reproduce experiments. Instructions We provide code in two sub-directories: atari containing code for Atari experiments and gym containing code for OpenAI Gym experiments.See corresponding READMEs in each folder for instructions; scripts should be run […]

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