amaarora

amaarora.github.io

melanoma_wandb

imagenette-ddp

This repository contains code for multi-gpu training on ImageNette using pure PyTorch and Hugging Face accelerate

FakeDetector

Detect fake images/videos generated by GANs

fastbook_updated

This is the updated version of [fastbook](https://github.com/fastai/fastbook) that I use to explain concepts spending roughly ~60 minutes per chapter. All sessions are recorded and can be found in this YT playlist [here](https://www.youtube.com/playlist?list=PLD80i8An1OEHdlrBwa7mKFaHX9tH86b93). We meet weekly every Thursday 1pm AEST. RSVP - http://wandb.me/fastbook

cervical-spine-fracture-detection

Cervical Spine Fracture Detection using AI.

examples

Example deep learning projects that use wandb's features.

jigsaw

Blog series on Jigsaw Multilingual Toxic Comment Classification.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, DPN, CSPNet, and more

shopee

Shopee Kaggle Competition

toyrobot

Toy Robot coding exercise :)

wandb-artifacts

wandb-audit-example

tripod

TRIPOD - TRansformers In Pytorch for Object Detection

attention_lstm

Adding attention to Bi-LSTM and training for tweet sentiment classification + W&B

Attributes-Imputation

Bear-Classifier

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

CogVideo

Text-to-video generation.

commonlit-evaluate-student-summaries

DicomProcessor

A simple dicom processor that converts dicoms to 2-D images.

fastaiexplained

fastblog

FastBlog

fastcore

Python supercharged for the fastai library

fastexplain

A blog about the wonderful fastai library.

images

Use as storage for images.

nfl

open_clip

An open source implementation of CLIP.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

support-bot

A support bot using Claudette.