Matching

Python package for performing Entity and Text Matching using Deep Learning

DeepMatcher is a Python package for performing entity and text matching using deep learning. It provides built-in neural networks and utilities that enable you to train and apply state-of-the-art deep learning models for entity matching in less than 10 lines of code. The models are also easily customizable – the modular design allows any subcomponent to be altered or swapped out for a custom implementation. As an example, given labeled tuple pairs such as the following: DeepMatcher uses labeled tuple […]

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Discord

A discord token creator that uses the service capmonster for captcha solving

Discord Token Creator A discord token creator that uses the service capmonster for captcha solving! Report Bug·Request Feature Features Autojoin discord servers User friendly interface Proxy support (http/socks4/socks5) Milestones 50 Stars – Swap over to an asynchronous version 100 Stars – HCaptcha bypass 200 Stars – Add email verification 300 Stars – Add phone verification Contact View my contact information    

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Face recognition

OpenFace 2.2.0: a facial behavior analysis toolkit

Over the past few years, there has been an increased interest in automatic facial behavior analysis and understanding. We present OpenFace – a tool intended for computer vision and machine learning researchers, affective computing community and people interested in building interactive applications based on facial behavior analysis. OpenFace is the first toolkit capable of facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation with available source code for both running and training the models. The computer […]

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OpenCV

A dead simple python wrapper for darknet that works with OpenCV 4.1, CUDA 10.1

Dead simple python wrapper for Yolo V3 using AlexyAB’s darknet fork. Works with CUDA 10.1 and OpenCV 4.1 or later (I use OpenCV master as of Jun 23, 2019) OpenCV’s DNN module, as of today, does not support NVIDIA GPUs. There is a GSOC WIP that will change this. Till then, this library is what I needed. I used Alexy’s fork because he keeps it more updated with required changes (like using std++-11 etc.).W Other excellent libraries such as pyyolo, […]

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Hardware

CircuitPython library for the CH559 USB to Serial chip

Why? Because you might want to get keyboard/mouse/gamepad/HID input into your CircuitPython projects without having to think much about USB. Usage Copy the adafruit_hid CircuitPython library bundle into the lib directory on your CircuitPython device. Copy the ch559.py file into the lib directory on your CircuitPython device. Hook up the CH559’s Tx and Rx pins to your desired UART pins on the CircuitPython device. (In the example image below, I am using pins D6 (TX) and D7 (RX) on a […]

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Scripts

Fixes your Microphone Level to one specific value

Fixes your Microphone Level to one specific value. A friend of mine has the problem that some programs are setting his microphone level up to 100.Now he can use this script to lower his level automaticly on boot. Open the Project in a IDE of your choice. I developed it in PyCharm.Execute the main.py. The Program will promt “Input wish percentage:” ,if you dont have the level.cfg. You will have to type in what percentageyou want your microphone to have. […]

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Dataset

Release of the ConditionalQA dataset

Datasets accompanying the paper ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers. Disclaimer This dataset should ONLY be used for NLP research purpose. Answers are NOT verified by legal professionals and should NOT be used for any legal purposes. Evaluate Please generate your predictions using the format sample_output.json. Run the following command to evaluate your predictions with evaluate.py: python evaluate.py –pred_file=sample_output.json –ref_file=v1_0/dev.json Leaderboard Submit your predictions to the Leaderboard. Please email your Codalab username to if you would like […]

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Tool

A simple tool for searching images inside a local folder with text/image input using CLIP

(WIP) A simple tool for searching images inside a local folder with text/image input using CLIP 10 results for “a blonde woman” in a folder of 30k randomly generated faces Installation Install with GPU support if you want to use GPUInitially encoding images might run faster with GPU, but from limited testing it seems like searching with a saved dictionary might be faster on cpu. git clone https://github.com/kanttouchthis/clip-search.git cd clip-search git clone https://github.com/openai/CLIP.git pip install -r CLIP/requirements.txt Usage Basic Usage:

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API

An API which would colorize a black and white image

Image Colorization API Machine Learning Model used- https://github.com/richzhang/colorization/tree/caffe Paper – Steps to run the api locally- Clone the repository Run pip install -r requirements.txt After successful installation run uvicorn main:app –reload to start the server Go to 127.0.0.1:8000 to check endpoints and 127.0.0.1:8000/docs#/ to test the endpoints GitHub View Github    

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