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ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

awesome-cnsoftbei

收集整理历届软件杯作品，以供大家学习交流。

bankcard_ocr

通过深度学习来实现银行卡号识别（CTPN、Densenet、CTC）

bilibili346623

Examples shown in Bilibili Live 346623

bosch_traffic_lights_to_yolo

Convert the Bosch Traffic Lights Dataset to yolo format

chinese-image-caption

Image Chinese Description Generation Based on Multi-level Selective Visual Semantic Attributes

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

chineseocr

yolo3+ocr

cosine_metric_learning

yolov3+deepsort训练.pb文件的代码Deep Cosine Metric Learning for Person Re-identification

cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

darknet53-featuremap-visualizer-by-paddlepaddle

deep_sort

运行python tools/freeze_model.py生成行人跟踪的mars-small128.pb

deep_sort_yolov3

Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow

fastmaskrcnn

Mask RCNN in TensorFlow

fatigue-driving-test

a digital-image-process project

h5_to_weight_yolo3

convert keras (tensorflow backend) yolov3 h5 model file to darknet yolov3 weights

hello-word

just a repository

human_tracker

human tracking based on yolov3 and center loss

kalman-and-bayesian-filters-in-python

迁移tracker-Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

keras-yolo3-test

keras-yolov3 进行批量测试 并 保存结果

keras-yolo4

A Keras implementation of YOLOv4 (Tensorflow backend)

keras-yolov3-kf-objecttracking

笔者改进调参后以kears-yolov3做detector，以Kalman-Filter算法做tracker，进行多人物目标追踪

keras-yolov3-model-set

end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies

map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mryolo3

multitarget-tracker

Multiple Object Tracker, Based on Hungarian algorithm + Kalman filter.

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

object-detection-and-tracking

YOLO & RCNN Object Detection and Tracking

ofa-image-caption

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework