GITHUB项目地址学习记录

于 2018-08-10 18:24:10 发布
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CC 4.0 BY-SA版权
分类专栏： 4. 代码分析
版权声明：本文为博主原创文章，遵循 CC 4.0 BY-SA 版权协议，转载请附上原文出处链接和本声明。
本文链接：https://blog.youkuaiyun.com/thmx43/article/details/81567993
本文汇总了大量关于人工智能及计算机视觉领域的开源项目链接，涵盖了从基础编程语言、算法实现到高级模型应用等多个方面，旨在为研究者和开发者提供丰富的学习资源。

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CODE

  1. CppPrimer: https://github.com/pezy/CppPrimer.git
  2. LeetCode(c++_python): https://github.com/pezy/LeetCode.git
  3. Leetcode(c++):https://github.com/haoel/leetcode.git
  4. ActiveState Code Recipes:https://github.com/ActiveState/code.git
  5. Pyspider: https://github.com/binux/pyspider.git
  6. design-patterns-for-humans: https://github.com/kamranahmedse/design-patterns-for-humans.git
  7. design_patterns: https://github.com/me115/design_patterns.git
  8. java-design-patterns: https://github.com/iluwatar/java-design-patterns.git
  9. LearnPython: https://github.com/xianhu/LearnPython.git
  10. mpdp-code: https://github.com/youngsterxyf/mpdp-code.git
  11. example-code(book Fluent Python):https://github.com/fluentpython/example-code.git
  12. ThinkingInPython: https://github.com/BruceEckel/ThinkingInPython.git
  13. python-patterns:https://github.com/faif/python-patterns.git
  14. kamyu104/LeetCode:https://github.com/kamyu104/LeetCode.git
  15. python3-cookbook: https://github.com/yidao620c/python3-cookbook.git
  16. LearningNotes(java):https://github.com/francistao/LearningNotes.git
  17. Python Examples: https://github.com/geekcomputers/Python.git

DETECTION

  1. SSD-Tensorflow: https://github.com/balancap/SSD-Tensorflow.git
  2. Relation-Networks-for-Object-Detection:https://github.com/msracver/Relation-Networks-for-Object-Detection.git
  3. Detectron: https://github.com/facebookresearch/Detectron.git
  4. TensorBox: https://github.com/Russell91/TensorBox.git
  5. Darknet: https://github.com/pjreddie/darknet.git

INSTALL

  1. Opencv: https://github.com/opencv/opencv.git
  2. Opencv_contrib: https://github.com/opencv/opencv_contrib.git
  3. Tensorflow_models:https://github.com/tensorflow/models.git
  4. Caffe:https://github.com/BVLC/caffe.git

MODELS

  1. Tensorflow:https://github.com/tensorflow/tensorflow.git
  2. Tensorflow_models:https://github.com/tensorflow/models.git
  3. TFlearn:https://github.com/tflearn/tflearn.git
  4. Caffe:https://github.com/BVLC/caffe.git
  5. Tensorlayer:https://github.com/tensorlayer/tensorlayer.git
  6. Caffe_ssd:https://github.com/weiliu89/caffe.git
  7. tiny-dnn:https://github.com/tiny-dnn/tiny-dnn.git
  8. Machinelearninginaction: https://github.com/pbharrin/machinelearninginaction.git
  9. DensePose: https://github.com/facebookresearch/DensePose.git
  10. Caffe2：https://github.com/caffe2/caffe2.git
  11. Dlib:https://github.com/davisking/dlib.git
  12. Tesseract: https://github.com/tesseract-ocr/tesseract.git
  13. CNTK: https://github.com/Microsoft/CNTK.git
  14. TensorFlow-Examples: https://github.com/aymericdamien/TensorFlow-Examples.git
  15. scikit-learn: https://github.com/scikit-learn/scikit-learn.git
  16. Keras: https://github.com/keras-team/keras.git

LEARN

  1. python-machine-learning-book:https://github.com/rasbt/python-machine-learning-book.git
  2. Learningdl:https://github.com/huxiaoman7/learningdl.git
  3. awesome-python: https://github.com/vinta/awesome-python.git
  4. awesome-machine-learning-cn:https://github.com/jobbole/awesome-machine-learning-cn.git
  5. DeepLearning: https://github.com/yusugomori/DeepLearning.git
  6. pylearn2: https://github.com/lisa-lab/pylearn2.git
  7. handong1587.github.io: https://github.com/handong1587/handong1587.github.io.git
  8. SENet: https://github.com/hujie-frank/SENet.git
  9. DeepLearning_Demo: https://github.com/Shicoder/DeepLearning_Demo.git
  10. TensorFlow-Tutorials:https://github.com/nlintz/TensorFlow-Tutorials.git
  11. Mlbasic: https://github.com/tsycnh/mlbasic.git
  12. cs231n.github.io:https://github.com/cs231n/cs231n.github.io.git
  13. tiny-dnn: https://github.com/tiny-dnn/tiny-dnn.git
  14. caffe_rtpose: https://github.com/CMU-Perceptual-Computing-Lab/caffe_rtpose.git
  15. TensorFlow-and-DeepLearning-Tutorial:https://github.com/CreatCodeBuild/TensorFlow-and-DeepLearning-Tutorial.git
  16. Cudahandbook: https://github.com/ArchaeaSoftware/cudahandbook.git
  17. FaceRank: https://github.com/fendouai/FaceRank.git
  18. Awesome-TensorFlow-Chinese: https://github.com/fendouai/Awesome-TensorFlow-Chinese.git
  19. awesome-tensorflow:https://github.com/jtoy/awesome-tensorflow.git
  20. awesome-python-cn:https://github.com/jobbole/awesome-python-cn.git
  21. awesome-python:https://github.com/vinta/awesome-python.git
  22. Baselines: https://github.com/openai/baselines.git
  23. tf-pose-estimation: https://github.com/ildoonet/tf-pose-estimation.git
  24. awesome-deep-vision: https://github.com/kjw0612/awesome-deep-vision.git
  25. Deep-Learning-Papers-Reading-Roadmap: https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap.git
  26. stanford-tensorflow-tutorials: https://github.com/chiphuyen/stanford-tensorflow-tutorials.git
  27. awesome-computer-vision:https://github.com/jbhuang0604/awesome-computer-vision.git
  28. TensorflowFramework:https://github.com/vahidk/TensorflowFramework.git
  29. cs-video-courses:https://github.com/Developer-Y/cs-video-courses.git
  30. Caffe_Code_Analysis:https://github.com/BUPTLdy/Caffe_Code_Analysis.git
  31. neural-networks-and-deep-learning:https://github.com/mnielsen/neural-networks-and-deep-learning.git
  32. awesome-machine-learning-cn:https://github.com/jobbole/awesome-machine-learning-cn.git

ROBOT

  1. Lee-SLAM-source: https://github.com/GeekLiB/Lee-SLAM-source.git
  2. ORB_SLAM: https://github.com/raulmur/ORB_SLAM.git
  3. ORB_SLAM2: https://github.com/raulmur/ORB_SLAM2.git
  4. g2o: https://github.com/RainerKuemmerle/g2o.git
  5. Slambook: https://github.com/gaoxiang12/slambook.git
  6. lsd_slam: https://github.com/tum-vision/lsd_slam.git
  7. Cartographer: https://github.com/googlecartographer/cartographer.git
  8. rgbdslam_v2: https://github.com/felixendres/rgbdslam_v2.git
  9. ElasticFusion: https://github.com/mp3guy/ElasticFusion.git
  10. Kintinuous: https://github.com/mp3guy/Kintinuous.git
  11. ScaViSLAM: https://github.com/strasdat/ScaViSLAM.git
  12. VINS-Mono: https://github.com/HKUST-Aerial-Robotics/VINS-Mono.git
  13. iai_kinect2: https://github.com/code-iai/iai_kinect2.git
  14. g2o_ba_example: https://github.com/gaoxiang12/g2o_ba_example.git
  15. ORB-YGZ-SLAM:https://github.com/gaoxiang12/ORB-YGZ-SLAM.git
  16. darknet_ros: https://github.com/leggedrobotics/darknet_ros.git
  17. SeetaFaceEngine:https://github.com/seetaface/SeetaFaceEngine.git
  18. PTAM-GPL: https://github.com/Oxford-PTAM/PTAM-GPL.git
  19. Pcl:https://github.com/PointCloudLibrary/pcl.git
  20. ModernRobotics: https://github.com/NxRLab/ModernRobotics.git
  21. Learning_ROS_for_Robotics_Programming_2nd_edition:https://github.com/AaronMR/Learning_ROS_for_Robotics_Programming_2nd_edition.git
  22. ros2: https://github.com/ros2/ros2.git

RECOGNITION

  1. deep-anpr: https://github.com/matthewearl/deep-anpr.git
  2. face_recognition:https://github.com/ageitgey/face_recognition.git
  3. Facenet:https://github.com/davidsandberg/facenet.git
  4. Openface: https://github.com/cmusatyalab/openface.git
  5. SeetaFaceEngine:https://github.com/seetaface/SeetaFaceEngine.git
  6. fastText:https://github.com/facebookresearch/fastText.git

SEGMENT

  1. TernausNetV2: https://github.com/ternaus/TernausNetV2.git
  2. Mask_RCNN: https://github.com/matterport/Mask_RCNN.git
  3. realtime_segmenation: https://github.com/GustavZ/realtime_segmenation.git
  4. OSVOS-TensorFlow: https://github.com/scaelles/OSVOS-TensorFlow.git
  5. fcn.berkeleyvision.org:https://github.com/shelhamer/fcn.berkeleyvision.org.git

TEST

  1. kaggle_dstl_submission: https://github.com/ternaus/kaggle_dstl_submission.git

PROJECT

  1. GustavZ/realtime_object_detection:https://github.com/GustavZ/realtime_object_detection.git
  2. naisy/realtime_object_detection:https://github.com/naisy/realtime_object_detection.git
  3. Openpose: https://github.com/CMU-Perceptual-Computing-Lab/openpose.git
  4. Object-detection: https://github.com/lbeaucourt/Object-detection.git
  5. wechat_jump_game: https://github.com/wangshub/wechat_jump_game.git
  6. Snake: https://github.com/chuyangliu/Snake.git
  7. Pylabelme: https://github.com/mpitid/pylabelme.git
  8. object_detector_app: https://github.com/datitran/object_detector_app.git
  9. DeepLearningFlappyBird: https://github.com/yenchenlin/DeepLearningFlappyBird.git
  10. Realtime_Multi-Person_Pose_Estimation:https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation.git
  11. snake-ai:https://github.com/Hawstein/snake-ai.git
  12. labelImg: https://github.com/tzutalin/labelImg.git

TRACK

  1. Visual_Tracking_api:https://github.com/vtddggg/Visual_Tracking_api.git
  2. object-tracker: https://github.com/bikz05/object-tracker.git
  3. TBCF: https://github.com/HEscop/TBCF.git
  4. STRUCK: https://github.com/gnebehay/STRUCK.git
  5. OTB_benchmark_results:https://github.com/foolwood/benchmark_results.git
  6. Sort: https://github.com/abewley/sort.git
  7. deep_sort: https://github.com/nwojke/deep_sort.git
  8. mean-shift-tracking:https://github.com/HeYijia/mean-shift-tracking.git
  9. tf-adnet-tracking:https://github.com/ildoonet/tf-adnet-tracking.git
  10. siamfc-tf:https://github.com/torrvision/siamfc-tf.git
  11. Tracking-with-darkflow:https://github.com/bendidi/Tracking-with-darkflow.git
  12. YOLO_DeepSORT: https://github.com/genema/YOLO_DeepSORT.git
  13. SSD_deepSort_TF: https://github.com/baileyqbb/SSD_deepSort_TF.git
  14. ssd_sort: https://github.com/SpyderXu/ssd_sort.git
  15. Tensorflow_Object_Tracking_Video:https://github.com/DrewNF/Tensorflow_Object_Tracking_Video.git
  16. ROLO: https://github.com/Guanghan/ROLO.git
  17. Kcf: https://github.com/vojirt/kcf.git
  18. benchmark_results:https://github.com/foolwood/benchmark_results.git

VERSION

  1. learnopencv: https://github.com/spmallick/learnopencv.git
  2. Opencv: https://github.com/opencv/opencv.git
  3. Opencv_contrib: https://github.com/opencv/opencv_contrib.git
  4. Pycv: https://github.com/techfort/pycv.git

 

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