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Valiantsin's Projects

arcface-tf2 icon arcface-tf2

ArcFace unofficial Implemented in Tensorflow 2.0+ (ResNet50, MobileNetV2). "ArcFace: Additive Angular Margin Loss for Deep Face Recognition" Published in CVPR 2019. With Colab.

aslm icon aslm

Adaptive self-learning manipulator for performing various tasks using deep reinforcement learning.

audiocraft-batched icon audiocraft-batched

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

autodifflib icon autodifflib

Simple C++ implementation of automatic differentiation with dual numbers.

chainerrl icon chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

clrfinder icon clrfinder

📉🔎 This repository contains Pytorch and Keras implementations of learning rate finder and cyclic scheduler.

distortme icon distortme

🖼️ ⌨️ CLI utility for augmentation and preprocessing images.

fastrle icon fastrle

Fast rle encoding-decoding library for segmentation mask.

musika icon musika

Fast Infinite Waveform Music Generation

pytorch-ssd icon pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

robot_work_zone_estimation icon robot_work_zone_estimation

🤖👷 An invariant to the camera position algorithm that helps to evaluate the working area of an industrial robot.

ssd-tf2 icon ssd-tf2

A super clean implementation of SSD (Single Shot MultiBox Detector) made possible by Tensorflow 2.0

torch_external icon torch_external

Contains external featuers for deep learning with PyTorch such as common used losses, activation functions and layers.

workzone icon workzone

🤖📡 REST api setup for industrial robot work zone estimation and control. Include face detection/recognition module, object detection module and zone estimation module.

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

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