Duc Anh (Aengus) N.'s repositories
noise-comparative-analysis
Expanding on the second contribution of "Perception Prioritized Training of Diffusion Models" (CVPR'22) with an implementation and extensions.
TensorFlow-Help-Protect-the-Great-Barrier-Reef
Small object detection: modify yolo.py to add decoupled head of YoloX to Yolov5 and custom TTA, dataset.py to heavily rotatedMosaic w/o artifact or tiny bounding boxes, augmentations.py too add Albumentations transforms.
Consistency-GAN
Consistency Model (Song et al., ICML'23) + GAN + Destination-Aware Discriminator + Awareness Scheduler
delightfulDSA
120+ solutions in Python for intermediate/advanced data structures & algorithms problems from Codeforce, HackerRank, HackerEarth, Spoj, Uva, Codechef.
I2I-anything
I2SB: Image-to-Image Schrödinger Bridge, Dual Diffusion Implicit Bridges for Image-to-Image Translation (ICLR 2023)
k-diffusion-explained
Provides math derivations, code comments, and instructional videos to help understand "Elucidating the Design Space of Diffusion-Based Generative Models" (Karras et al., 2022)
Lightning-ConvNeXt
ConvNeXt in Pytorch Lightningâš¡ (https://github.com/facebookresearch/ConvNeXt)
Sartorius-Cell-Instance-Segmentation
Instance segmentation: two training stages with transfer learning, two inference stages with EfficientNetV2 and Mask R-CNN R101-FPN, ensemble masks with Weighted Boxes Fusion, heavily rotated Mosaic w/o artifact or tiny bounding boxes, Test time augmentation, five-fold cross-validation, Detectron2 with Albumentations, CIoU loss andGIoU loss.
aengusng.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-computer-vision
A curated list of awesome computer vision resources
awesome-mlops
A curated list of references for MLOps
CrowdRender
Layout-to-Image Synthesis with Multiple Bounding Boxes (e.g., 20-100 Boxes)
prompt-embeding-enhancement
Image2Prompt with gradient guidance for any diffusion model
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
Deep-Learning-Tricks
Enumerate diverse machine learning training tricks.
DialoGPT2
gpt 2, multiturn conversations
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
personal-site
personal site using al-folio
Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
the-art-of-command-line
Master the command line, in one page