Dzmitry Pletnikau's starred repositories
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
prettymaps
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
open-react-template
A free React / Next.js landing page template designed to showcase open source projects, SaaS products, online services, and more. Made by
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
neural-engine
Everything we actually know about the Apple Neural Engine (ANE)
DataProfiler
What's in your data? Extract schema, statistics and entities from datasets
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
Multilingual_Text_to_Speech
An implementation of Tacotron 2 that supports multilingual experiments with parameter-sharing, code-switching, and voice cloning.
google-maps-ios-utils
Google Maps SDK for iOS Utility Library
RemoteDebug
Library for Arduino to debug projects over WiFi, with web app or telnet, with print commands like Serial Monitor
ArduinoOTA
Arduino library to upload sketch over network to Arduino board with WiFi or Ethernet libraries
RasterFairy
The purpose of Raster Fairy is to transform any kind of 2D point cloud into a regular raster whilst trying to preserve the neighborhood relations that were present in the original cloud. A typical use case is if you have a similarity clustering of images and want to show the images in a regular table structure.
neural-greenscreen
Real time background replacement on a mac os driven webcam using the DeepLabV3 neural network for image segmentation and the native CoreMediaIO DAL framework of Mac OS.
fastai_timm
Exploring fastai and timm integration for model finetune
AVA-and-TID2013-image-quality-assessment
Replication for NIMA image quality assesment with some thoughts on quality of the models obtained
swift_kosaraju
Swift implementation of Kosaraju's algorithm to find Strongly Connected Components (SCCs) of a directed graph.