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adamp-tensorflow

Tensorflow Implementation of "Slowing Down the Weight Norm Increase in Momentum-based Optimizers"

adaptive-token-sampling-transformers

Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

aesthetics

Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader

alpaca-lora

Instruct-tune LLaMA on consumer hardware

arcface

A TensorFlow implementation of face recognition model ArcFace.

attention_mechanism-gdao-research

An implementation of multiple notable attention mechanisms using TensorFlow 2

auto-diff-boosted-decision-tree

Automatic Differentiation for Gradient Boosted Decision Trees.

bayesian-neural-network-blogpost

Building a Bayesian deep learning classifier

benchmarking-efficient-transformers-google-fork

Long Range Arena for Benchmarking Efficient Transformers

betterplots

Some utilities to create better plots with seaborn

cct-keras

Compact Transformers implemented in keras

cerebras-modelzoo-tf2-fork

implemented linformer

chaos_vis_mandelbrot_set

Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video

class_analysis_temperature

Pretty messy repo on acquiring and analyzing global and local temperature trend & seasonality.

classification_models_3d

Set of models for classifcation of 3D volumes

clovaai-assembled-cnn

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

cnn-visualization

TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation

coding-locally-in-chromebook

Documentation for setting up chromebook for local coding.

compact-transformers

[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021

contrique

Official implementation for "Image Quality Assessment using Contrastive Learning"

convnext-tensorflow

Unofficial Tensorflow Implementation of ConvNeXt from "A ConvNet for the 2020s"

convnext-tf

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

counting_imgobj

This repo contains toolkits and codes that are useful for counting objects in images

cowplot

cuckooparasitism

Bayesian modelling tutorial based on rethinking and greta 🥚

cv_basic

This repository is for beginners in computer vision and image processing.

cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

cvnnstf2

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dataviz

A book covering the fundamentals of data visualization.