quoccuonglqd

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

Colab-Hacks

Simple Hacks for Google Colaboratory to boost your productivity and help you to perform daily tasks.

Image_Segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

HRNet-Semantic-Segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

catalyst

Accelerated deep learning R&D

deep_sort_pytorch

MOT using deepsort and yolov3 with pytorch

awesome-ocr

yolov4-custom-functions

A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

models

Models and examples built with TensorFlow

tensorflow

An Open Source Machine Learning Framework for Everyone

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

faiss

A library for efficient similarity search and clustering of dense vectors.

vision_transformer

lightly

A python library for self-supervised learning on images.

CSRNet-pytorch

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes

pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

imgaug

Image augmentation for machine learning experiments.