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500lines

500 Lines or Less

asteroid

The PyTorch-based audio source separation toolkit for researchers || Pretrained models available

augmentor

Image augmentation library in Python for machine learning.

awesome-deep-vision

A curated list of deep learning resources for computer vision

bilibili-helper

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blindsr_dataset_generator

Downscale a set of images by randomly created kernels and save them

blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

blobflow

A caffe faker

caffe

caffe-tools

Some tools and examples for pyCaffe including LMDB I/O, custom Python layers and monitoring training error and loss.

caffe_manual

Caffe使用教程

clip

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

codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

convolution_lstm_pytorch

Multi-layer convolutional LSTM with Pytorch

criteo

A potential 22nd rank solution to Criteo Labs Display Advertising Challenge on Kaggle

cs231n-subtitles

deep-visualization-toolbox

DeepVis Toolbox

deeplab

deeplearningbook

MIT Deep Learning Book in PDF format

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dl_tutorials

Deep learning tutorials (2nd ed.)

dlib

A toolkit for making real world machine learning and data analysis applications in C++

dorn.pytorch

A simple implementation of ordinal regression loss from DORN

face_verification_experiment

Face verification experiment for lfw

fastmaskrcnn

Mask RCNN in TensorFlow

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015.

flask-vuejs

simple sample. flask with vue.js.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

hdrnet.pytorch

A pytorch re-implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017 https://groups.csail.mit.edu/graphics…