aengusng8

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)

ldm-thermal

Lightning-ConvNeXt

ConvNeXt in Pytorch Lightning⚡ (https://github.com/facebookresearch/ConvNeXt)

minorgrad

Forget Pytorch (in one day)! Building your deep learning framework.

MVF-ViT

Multi-View Fusion Vision Transformer

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.

aengusng8/noise-comparative-analysis

Expanding on the second contribution of "Perception Prioritized Training of Diffusion Models" (CVPR'22) with an implementation and extensions.

aengusng8/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.

aengusng8/MVF-ViT

Multi-View Fusion Vision Transformer

aengusng8/Consistency-GAN

Consistency Model (Song et al., ICML'23) + GAN + Destination-Aware Discriminator + Awareness Scheduler

aengusng8/minorgrad

Forget Pytorch (in one day)! Building your deep learning framework.

aengusng8/delightfulDSA

120+ solutions in Python for intermediate/advanced data structures & algorithms problems from Codeforce, HackerRank, HackerEarth, Spoj, Uva, Codechef.

aengusng8/I2I-anything

I2SB: Image-to-Image Schrödinger Bridge, Dual Diffusion Implicit Bridges for Image-to-Image Translation (ICLR 2023)

aengusng8/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)

aengusng8/Lightning-ConvNeXt

ConvNeXt in Pytorch Lightning⚡ (https://github.com/facebookresearch/ConvNeXt)

aengusng8/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.

aengusng8/aengusng.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

aengusng8/aengusng8

My personal repository

aengusng8/applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

aengusng8/awesome-computer-vision

A curated list of awesome computer vision resources

aengusng8/awesome-mlops

A curated list of references for MLOps

aengusng8/CrowdRender

Layout-to-Image Synthesis with Multiple Bounding Boxes (e.g., 20-100 Boxes)

aengusng8/ldm-thermal

aengusng8/prompt-embeding-enhancement

Image2Prompt with gradient guidance for any diffusion model

aengusng8/computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

aengusng8/Deep-Learning-Tricks

Enumerate diverse machine learning training tricks.

aengusng8/DialoGPT2

gpt 2, multiturn conversations

aengusng8/diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

aengusng8/dp

aengusng8/lora-dreambooth

aengusng8/personal-site

personal site using al-folio

aengusng8/Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

aengusng8/RelayController

aengusng8/te

aengusng8/the-art-of-command-line

Master the command line, in one page