nhat_le's starred repositories
tensorflow
Computation using data flow graphs for scalable machine learning
SRCNN-pytorch
PyTorch implementation of Image Super-Resolution Using Deep Convolutional Networks (ECCV 2014)
cs131_notes
Class notes for CS 131.
tensorflow
An Open Source Machine Learning Framework for Everyone
intel-extension-for-tensorflow
Intel® Extension for TensorFlow*
teaching-where-to-look
Official Implementation of the ECCV 22 paper, "Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition".
Face_Pytorch
face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
VDSR-PyTorch
PyTorch implements "Accurate Image Super-Resolution Using Very Deep Convolutional Networks"
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
deepface-emd
Code for CVPR 2022 https://arxiv.org/abs/2112.04016 DeepFace-EMD Re-ranking Using Patch-wise Earth Movers Distance Improves Out-Of-Distribution Face Identification
easy-fpn.pytorch
An easy implementation of FPN (https://arxiv.org/pdf/1612.03144.pdf) in PyTorch.
deep-person-reid
Torchreid: Deep learning person re-identification in PyTorch.
New-Grad-Positions
A collection of full time roles in SWE, Quant, and PM for new grads.
visual-correspondence-XAI
Official code for NeurIPS 2022 paper https://arxiv.org/abs/2208.00780 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy
Python_Computer_Vision_from_Scratch
This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.
effectiveness-attribution-maps
Data for the NeurIPS 2021 paper [The effectiveness of feature attribution methods and its correlation with automatic evaluation scores] https://arxiv.org/abs/2105.14944
Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
awesome-deep-vision
A curated list of deep learning resources for computer vision
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Set-to-Set-Recognition
Use quality aware network for face recognition