sthalles/computer-vision

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Created over 5 years ago
Updated over 5 years ago

sthalles/computer-vision

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SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Jupyter Notebook

deeplab_v3

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

Jupyter Notebook

PyTorch-BYOL

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

Jupyter Notebook

blog-resources

This repo will contain the resources available in my blog for learning

Jupyter Notebook

face-similarity

Face-similarity CNN using Tensorflow Eager execution.

SimCLR-tensorflow

TensorFlow Implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

cnn_denoiser

Jupyter Notebook

fishers-linear-discriminant

Implementation of Fisher's Linear Discriminant (LDA)

Jupyter Notebook

tensorflow2.0-papis-workshop

Jupyter Notebook

dense-net

Tensorflow implementation of Densely Connected Convolutional Networks - DenseNet

sthalles.github.io

carp

Official PyTorch implementation of Representation Learning via Consistent Assignment of Views over Random Partitions (CARP)

CLoVE

Official PyTroch implementation for Self-supervised Learning of Contextualized Local Visual Embeddings (CLoVE)

logistic-regression

Jupyter Notebook

PIRL

TensorFlow implementation of Self-Supervised Learning of Pretext-Invariant Representations - PIRL

Jupyter Notebook

MaSSL

Official PyTroch implementation for Learning from Memory: A Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features

aerial-image-segmentation

vision-transformer

PyTorch Vision Transformer Implementation

asynchronous-advantage-actor-critic

tensorflow-tutorials

Tensorflow Colab Notebooks used for training.

Jupyter Notebook

xor-lstm

Build an LSTM model for learning the XOR function.

Jupyter Notebook

resume