zj463261929,zhangjing1,github

object_detection_tracking

Out-of-the-box code and models for CMU's object detection and tracking system for surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

openface

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

pcn

Progressive Calibration Networks (PCN) is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

person-attribute-recognition-marketduke

A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

py-r-fcn

R-FCN with joint training and python support

selective_search_py

Python-based implementation of the Selective Search for Object Recognition, back ported from Python 3 to Python 2.7

synthtext

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

textboxes

TextBoxes: A Fast Text Detector with a Single Deep Neural Network https://github.com/MhLiao/TextBoxes 基于SSD改进的文本检测算法，textBoxes_note记录了之前整理的笔记。

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

tools

各种脚本

trietree

该代码是基于字典树对word的识别结果进行矫正，使用于中英文混合的字典。字典树（trietree）：常用应用于大量字符串的保存、统计、查找等操作。

ultralytics

YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

websockets

Library for building WebSocket servers and clients in Python

yowo

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization

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