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advancedeast

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.

akg

AKG (Auto Kernel Generator) is an optimizer for operators in Deep Learning Networks, which provides the ability to automatically fuse ops with specific patterns.

auto_copy_script

copy file auto

awesome-deep-text-detection-recognition

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

awesome-free-chatgpt

🆓免费的 ChatGPT 镜像网站列表，持续更新。List of free ChatGPT mirror sites, continuously updated.

bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

bike-sharing-in-washington.d.c

BIke data analysis

books

boundary_detection

chineseocr

yolo3+ocr

crnn_chinese_characters_rec

chinese characters recognition

cuda_freshman

deeplearning_tutorials

The deeplearning algorithms implemented by tensorflow

deeplearningsystem

Deep Learning System core principles introduction.

examples

TensorFlow examples

ext_portrait_segmentation

how_to_optimize_in_gpu

This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.

image_augmentor

Data augmentation tool for images

imgaug

Image augmentation for machine learning experiments.

jetson_multimedia_api

jetson_multimedia_api for jetpack 5.0.1

leetcoding_life

leetcoding

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ml_exercise

Learn from Andrew Ng

mobilenetv2.pytorch

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

models

A collection of pre-trained, state-of-the-art models in the ONNX format

numpy-100

100 numpy exercises (with solutions)

opencv-doc-zh

:book: [译] OpenCV 中文文档

openssl-android-build-scripts

Builds scripts for openSSL 1.0.2h on Android

prebuilt-openssl-android

Prebuilt shared OpenSSL 1.0.2s libraries for Android (armv7, arm64, x86) with build script. Correct .so name for Android!

pytorchtotflite

Tutorial on converting Pytorch model to TFLite for android usage