harimkang
Follow
Research - AI (Vision)
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
KTH Deep Learning advanced (DD2412) project. Task: Reproducing FixMatch and investigating on Noisy (Pseudo) Labels and confirmation Errors of FixMatch.
A simple method to perform semi-supervised learning with limited data.
Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"
"MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization" by Yue Duan (TNNLS)
SimMatch: Semi-supervised Learning with Similarity Matching
[CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”
An official implementation of the PseCo (ECCV2022)
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
Official Pytorch implementation of Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference (ICLR 2022)
Code release for ConvNeXt V2 model
Model Preparation Algorithm: a Transfer Learning Framework
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Upscale or stretch any video on the web, to make it look great on UltraWide screens.
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
[ECCV 2020] In-Domain GAN Inversion for Real Image Editing (PyTorch code)
Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'
Official PyTorch implementation of StyleGAN3
Official code for "Parser-Free Virtual Try-on via Distilling Appearance Flows", CVPR 2021.
Official pytorch implementation of StyleMapGAN (CVPR 2021)
prototype of plant-disease-detector
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite