Myungseo Song's starred repositories
supervision
We write your reusable computer vision tools. ๐
deep-person-reid
Torchreid: Deep learning person re-identification in PyTorch.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: ๐บ๐ธ ๐จ๐ณ ๐ฏ๐ต ๐ฎ๐น ๐ฐ๐ท ๐ท๐บ ๐ง๐ท ๐ช๐ธ
InvCompress
[ACMMM 2021 Oral] Enhanced Invertible Encoding for Learned Image Compression
ResizeRight
The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).
dlbook_notation
LaTeX files for the Deep Learning book notation
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Learned-Image-Compression-with-GMM-and-Attention
Repository of the paper "Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules"
NeuralCompression
A collection of tools for neural compression enthusiasts.
Weakly-Supervised-Object-Localization
Weakly Supervised Object Localization Papers
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
PolyU-Real-World-Noisy-Images-Dataset
Real-world Noisy Image Denoising: A New Benchmark
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks [torchattacks]
fidelity_controllable_compression
Official PyTorch Implementation of Fidelity Controllable Extreme Image Compression with GAN
awesome-ocr-resources
A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).
COCO-Semantic-Segmentation
A COCO image and masks generator tutorial for semantic segmentation purposes.
AdvancedML
Reading list for the Advanced Machine Learning Course
deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods, ICCV 2019
CRAFT-pytorch
Official implementation of Character Region Awareness for Text Detection (CRAFT)
awesome-deep-text-detection-recognition
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.