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accessing-and-modifying-different-layers-of-a-pretrained-model-in-pytorch

awesome-satellite-imagery-datasets

List of satellite imagery datasets with annotations for computer vision and deep learning

best-of-jupyter

Jupyter Tips, Tricks, Best Practices with Sample Code for Productivity Boost

chatgpt-chatgpt-retrieval-plugin

chatgpt-plugin

chatgpt-google

Chrome Extension that Integrates ChatGPT (Unofficial) into Google Search

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

course-v3

The 3rd edition of course.fast.ai - coming in 2019

crewai

data-cleaning-practical-examples

Data Cleaning In Python and Julia with Practical Examples

deep-learning-predicting-breast-cancer-tumor-malignancy

Predicting Cancer Malignancy with a 2 layer neural network coded from scratch in Python.

deepfrench

NLP French language model implementing ULMFiT

deeplearning

demo-image-classification-fastai

deployment

dl

dl-projects

dl-workshop

A deep learning workshop, done from scratch, taught without any frameworks.

fast-bert

Super easy library for BERT based NLP models

fastai

The fastai deep learning library, plus lessons and and tutorials

fastai-projects

Jupyter notebooks that use the Fastai library

fastai-shared-notebooks

fastai-tensorboard-callback

Tensorboard callback for fastai

fastai-v3

Starter app for fastai v3 model deployment on Render

fastai2-starlette

A Starlette example for deployment in fastai2

fastai2-v4

fastai_docs

dev notebooks (for docs see http://docs.fast.ai and https://github.com/fastai/fastai)

fastai_in_colab

I'll be working through the Fast.ai courses entirely in Google Colab notebooks. I'll publish them here!

fastclass

Little tools to download and then weed through images, delete and classify them into groups for building deep learning image datasets (based on crawler and tkinter)

fasthugs

Use fastai-v2 with HuggingFace's pretrained transformers

fsa-net

[CVPR19] FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image