500 AI, Machine Learning, Deep Learning, Computer Vision, and NLP Projects

This repository serves as a curated collection of over 500 Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, and NLP projects, including source code and learning resources. The list is continuously updated and includes links to GitHub repositories, Medium articles, and specialized tutorials.

Key categories available in the list include:

• Computer Vision: 365 Days of Learning, OpenCV projects, and 3D vision research.
• NLP (Natural Language Processing): Transformer treasures, sentence embeddings, and chatbot projects.
• Machine Learning: Regression, classification, unsupervised learning, and time series forecasting.
• Deep Learning: GANs, production-ready DL, and TensorFlow tutorials.
• Specialized Fields: IoT, Data Science, Web Scraping, and Geospatial Data analysis.

Users can contribute to this list by submitting pull requests to add new, tested, and working links.

The following is a selection of the curated project links available in the repository. Each link points to external resources containing code, tutorials, or datasets.

| Sr No | Name                                                         | Link                                                         |
| ----- | ------------------------------------------------------------ | ------------------------------------------------------------ |
| 1     | 365 Days Computer Vision Learning                            | [👆](https://github.com/ashishpatel26/365-Days-Computer-Vision-Learning-Linkedin-Post) |
| 2     | 125+ NLP Language Models Treasure of Transformers             | [👆](https://github.com/ashishpatel26/Treasure-of-Transformers) |
| 3     | Andrew NG ML notes                                           | [👆](https://github.com/ashishpatel26/Andrew-NG-Notes) |
| 4     | 10 Machine Learning Projects on Time Series Forecasting      | [👆](https://medium.com/coders-camp/10-machine-learning-projects-on-time-seri%20es-forecasting-ee0368420ccd) |
| 5     | 20 Deep Learning Projects Solved and Explained with Python   | [👆](https://thecleverprogrammer.com/2020/11/22/deep-learning-projects-with-python/) |
| 6     | 20 Machine learning Project                                  | [👆](https://amankharwal.medium.com/20-machine-learning-projects-for-portfolio-81e3dbd167b1) |
| 7     | 30 Python Project Solved and Explained                       | [👆](https://amankharwal.medium.com/30-python-projects-solved-and-explained-563fd7473003) |
| 8     | Machine learning Course for Free                             | [👆](https://thecleverprogrammer.com/2020/09/24/machine-learning-course/) |
| 9     | 5 Web Scraping Projects with Python                         | [👆](https://amankharwal.medium.com/5-web-scraping-projects-with-python-4bcc25ff039) |
| 10    | 20 Machine Learning Projects on Future Prediction with Python | [👆](https://amankharwal.medium.com/20-machine-learning-projects-on-future-prediction-with-python-93932d9a7f7f) |
| 11    | 4 Chatbot Project With Python                               | [👆](https://amankharwal.medium.com/4-chatbot-projects-with-python-5b32fd84af37) |
| 12    | 7 Python Gui project                                        | [👆](https://amankharwal.medium.com/7-python-gui-projects-for-beginners-87ae2c695d78) |
| 13    | All Unsupervised learning Projects                           | [👆](https://amankharwal.medium.com/all-unsupervised-machine-learning-algorithms-explained-aecf1ba95d8b) |
| 14    | 10 Machine learning Projects for Regression Analysis         | [👆](https://amankharwal.medium.com/10-machine-learning-projects-on-regression-with-python-e5494615a0d0) |
| 15    | 10 Machine learning Project for Classification with Python | [👆](https://medium.datadriveninvestor.com/10-machine-learning-projects-on-classification-with-python-9261add2e8a7) |
| 16    | 6 Sentimental Analysis Projects with python                  | [👆](https://amankharwal.medium.com/6-sentiment-analysis-projects-with-python-1fdd3d43d90f) |
| 17    | 4 Recommendations Projects with Python                       | [👆](https://medium.com/coders-camp/4-recommendation-system-projects-with-python-5934de32ba7d) |
| 18    | 20 Deep learning Project with python                         | [👆](https://medium.com/coders-camp/20-deep-learning-projects-with-python-3c56f7e6a721) |
| 19    | 5 COVID19 Projects with Python                               | [👆](https://amankharwal.medium.com/5-covid-19-projects-with-python-and-machine-learning-63d51cde96e2) |
| 20    | 9 Computer Vision Project with python                        | [👆](https://becominghuman.ai/computer-vision-projects-with-python-ecfac58ded18) |
| 21    | 8 Neural Network Project with python                         | [👆](https://medium.datadriveninvestor.com/8-neural-networks-projects-solved-and-explained-a4f142bc10c) |
| 22    | 5 Machine learning Project for healthcare                    | [👆](https://medium.datadriveninvestor.com/5-machine-learning-projects-for-healthcare-bbd0eac57b4a) |
| 23    | 5 NLP Project with Python                                    | [👆](https://medium.datadriveninvestor.com/5-nlp-projects-for-machine-learning-72d3234381d4) |
| 24    | 47 Machine Learning Projects for 2021                        | [👆](https://data-flair.training/blogs/machine-learning-project-ideas/) |
| 25    | 19 Artificial Intelligence Projects for 2021                 | [👆](https://data-flair.training/blogs/artificial-intelligence-project-ideas/) |
| 26    | 28 Machine learning Projects for 2021                        | [👆](https://data-flair.training/blogs/machine-learning-project-ideas/) |
| 27    | 16 Data Science Projects with Source Code for 2021           | [👆](https://data-flair.training/blogs/data-science-project-ideas/) |
| 28    | 23 Deep learning Projects with Source Code for 2021          | [👆](https://data-flair.training/blogs/deep-learning-project-ideas/) |
| 29    | 25 Computer Vision Projects with Source Code for 2021        | [👆](https://data-flair.training/blogs/computer-vision-project-ideas/) |
| 30    | 23 Iot Projects with Source Code for 2021                    | [👆](https://data-flair.training/blogs/iot-project-ideas/)    |
| 31    | 27 Django Projects with Source Code for 2021                 | [👆](https://data-flair.training/blogs/django-project-ideas/) |
| 32    | 37 Python Fun Projects with Code for 2021                    | [👆](https://data-flair.training/blogs/python-project-ideas/) |
| 33    | 500 + Top Deep learning Codes                                | [👆](https://github.com/aymericdamien/TopDeepLearning)        |
| 34    | 500 + Machine learning Codes                                 | [👆](https://github.com/josephmisiti/awesome-machine-learning) |
| 35    | 20+ Machine Learning Datasets & Project Ideas                | [👆](https://www.kdnuggets.com/2020/03/20-machine-learning-datasets-project-ideas.html) |
| 36    | 1000+ Computer vision codes                                  | [👆](https://github.com/jbhuang0604/awesome-computer-vision)  |
| 37    | 300 + Industry wise Real world projects with code            | [👆](https://github.com/ashishpatel26/Real-time-ML-Project)   |
| 38    | 1000 + Python Project Codes                                  | [👆](https://github.com/vinta/awesome-python)                 |
| 39    | 363 + NLP Project with Code                                  | [👆](https://github.com/fighting41love/funNLP)                |
| 40    | 50 + Code ML Models (For iOS 11) Projects                    | [👆](https://github.com/likedan/Awesome-CoreML-Models)        |
| 41    | 360+ Pretrained Model Projects for Image, text, Audio and Video | [👆](https://github.com/PaddlePaddle/PaddleHub)               |
| 42    | 50 + Graph Classification Project List                       | [👆](https://github.com/benedekrozemberczki/awesome-graph-classification) |
| 43    | 100 + Sentence Embedding(NLP Resources)                      | [👆](https://github.com/Separius/awesome-sentence-embedding)  |
| 44    | 100 + Production Machine learning Projects                   | [👆](https://github.com/EthicalML/awesome-production-machine-learning) |
| 45    | 300 + Machine Learning Resources Collection                  | [👆](https://github.com/ujjwalkarn/Machine-Learning-Tutorials)    |
| 46    | 70 + Awesome AI                                              | [👆](https://github.com/NirantK/awesome-project-ideas)        |
| 47    | 150 + Machine learning Project Ideas with code               | [👆](https://github.com/src-d/awesome-machine-learning-on-source-code) |
| 48    | 100 + AutoML Projects with code                              | [👆](https://github.com/hibayesian/awesome-automl-papers)     |
| 49    | 100 + Machine Learning Model Interpretability Code Frameworks | [👆](https://github.com/jphall663/awesome-machine-learning-interpretability) |
| 50    | 120 + Multi Model Machine learning Code Projects             | [👆](https://github.com/pliang279/awesome-multimodal-ml)      |
| 51    | Awesome Chatbot Projects                                     | [👆](https://github.com/fendouai/Awesome-Chatbot)             |
| 52    | Awesome ML Demo Project with iOS                             | [👆](https://github.com/tucan9389/awesome-ml-demos-with-ios)  |
| 53    | 100 + Python based Machine learning Application Projects     | [👆](https://github.com/prateekiiest/Code-Sleep-Python)       |
| 54    | 100 + Reproducible Research Projects of ML and DL            | [👆](https://github.com/leipzig/awesome-reproducible-research) |
| 55    | 25 + Python Projects                                          | [👆](https://github.com/saadhaxxan/Awesome-Python-Projects)   |
| 56    | 8 + OpenCV Projects                                            | [👆](https://github.com/moadmmh/Awesome-OpenCV)               |
| 57    | 1000 + Awesome Deep learning Collection                      | [👆](https://github.com/ChristosChristofidis/awesome-deep-learning) |
| 58    | 200 + Awesome NLP learning Collection                        | [👆](https://github.com/keon/awesome-nlp)                     |
| 59    | 200 + The Super Duper NLP Repo                               | [👆](https://notebooks.quantumstat.com/)                      |
| 60    | 100 + NLP dataset for your Projects                          | [👆](https://index.quantumstat.com/#dataset)                  |
| 61    | 364 + Machine Learning Projects definition                   | [👆](https://projectworlds.in/free-projects/machine-learning-projects-with-source-code/) |
| 62    | 300+ Google Earth Engine Jupyter Notebooks to Analyze Geospatial Data | [👆](https://github.com/giswqs/earthengine-py-notebooks)      |
| 63    | 1000 + Machine learning Projects Information                 | [👆](https://1000projects.org/projects/machine-learning-projects) |
| 64.   | 11 Computer Vision Projects with code                        | [👆](https://github.com/akshaybhatia10/ComputerVision-Projects) |
| 65.   | 13 Computer Vision Projects with Code                        | [👆](https://github.com/anuragreddygv323/computer-vision-projects) |
| 66.   | 13 Cool Computer Vision GitHub Projects To Inspire You       | [👆](https://machinelearningknowledge.ai/cool-computer-vision-github-projects-to-inspire-you/) |
| 67.   | Open-Source Computer Vision Projects (With Tutorials)        | [👆](https://www.theclickreader.com/open-source-computer-vision-projects-with-tutorials/) |
| 68.   | OpenCV Computer Vision Projects with Python                  | [👆](https://github.com/PacktPublishing/OpenCV-Computer-Vision-Projects-with-Python) |
| 69.   | 100 + Computer vision Algorithm Implementation               | [👆](https://github.com/gmalivenko/awesome-computer-vision-models) |
| 70.   | 80 + Computer vision Learning code                           | [👆](https://spmallick.com/learnopencv/)                |
| 71    | Deep learning Treasure                                     | [👆](https://github.com/kmario23/deep-learning-drizzle)       |
| 72    | Data Analysis and Machine learning Projects                  | [👆](https://github.com/rhiever/Data-Analysis-and-Machine-Learning-Projects) |
| 73    | AI Projects                                                  | [👆](https://github.com/StevenLei2017/AI_projects)            |
| 74    | Kaggle projects collection                                   | [👆](https://github.com/alexattia/Data-Science-Projects)      |
| 75    | Unique AI projects                                          | [👆](https://github.com/robsalgado/personal_data_science_projects) |
| 76    | Data Science Project Collection                               | [👆](https://github.com/tuangauss/DataScienceProjects) |
| 77    | Advance Data Science Projects                                | [👆](https://github.com/TheCodex-Me/Projects)                 |
| 78    | Deep and Machine learning Projects                           | [👆](https://github.com/nitinkaushik01/Deep_and_Machine_Learning_Projects) |
| 79    | Data Science Projects kaggle                                 | [👆](https://github.com/alexattia/Data-Science-Projects)      |
| 80    | Auto Deep learning Project                                 | [👆](https://github.com/D-X-Y/AutoDL-Projects)            |
| 81    | 180 Machine learning Project                               | [👆](https://medium.com/coders-camp/180-data-science-and-machine-learning-projects-with-python-6191bc7b9db9) |
| 82    | Amazing Hackthon Project Collection                   | [👆](https://github.com/analyticsindiamagazine/MachineHack/tree/master/Hackathon_Solutions) |
| 83    | Awesome NLP Project Ideas                                    | [👆](https://nirantk.com/awesome-project-ideas/)              |
| 84    | 12 NLP Projects                                              | [👆](https://github.com/gaoisbest/NLP-Projects)               |
| 85    | Advance NLP Projects                                         | [👆](https://github.com/PacktPublishing/Advanced-NLP-Projects-with-TensorFlow-2.0) |
| 86    | 6 Amazing NLP Projects                                       | [👆](https://github.com/anujvyas/Natural-Language-Processing-Projects) |
| 87    | NLP Beginner Projects                                        | [👆](https://github.com/positivepeng/nlp-beginner-projects)   |
| 88    | Paper with Code by PwC Collection                            | [👆](https://github.com/zziz/pwc)                             |
| 89    | SOTA Models(State of the Art Results)                        | [👆](https://github.com/RedditSota/state-of-the-art-result-for-machine-learning-problems) |
| 90    | Best AI Papers                                               | [👆](https://github.com/louisfb01/Best_AI_paper_2020)         |
| 91    | Generative Adversarial nets                                  | [👆](https://github.com/zhangqianhui/AdversarialNetsPapers) |
| 92    | Computer Vision Paper with Code                              | [👆](https://github.com/DWCTOD/CVPR2022-Papers-with-Code-Demo) |
| 93    | NILMS Paper with code                                        | [👆](https://github.com/klemenjak/nilm-papers-with-code)      |
| 94    | 3D Computer Vision Research Projects                         | [👆](https://github.com/Tom-Hardy-3D-Vision-Workshop/awesome-3D-vision) |
| 95    | NLP and Computer Vision Project Collection                   | [👆](https://github.com/NELSONZHAO/zhihu)                     |
| 96    | Udacity Collection of Computer Vision Projects               | [👆](https://github.com/Bjarten/computer-vision-ND)           |
| 97    | Zero to Hero Tensorflow Tutorial                             | [👆](https://github.com/mrdbourke/tensorflow-deep-learning)   |
| 98    | Deep learning in Production                                  | [👆](https://github.com/The-AI-Summer/Deep-Learning-In-Production) |
| 99    | GANs Collection                                              | [👆](https://github.com/The-AI-Summer/GANs-in-Computer-Vision) |
| 100   | Time Series Projects Code                                    | [👆](https://github.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-) |
| 101   | 12 Machine learning Object Detection                         | [👆](https://amankharwal.medium.com/12-machine-learning-projects-on-object-detection-46b32adc3c37) |
| 102   | 20 NLP Project with Python                                   | [👆](https://medium.com/coders-camp/20-machine-learning-projects-on-nlp-582effe73b9c) |
| 103   | Learning Material for Deep Learning, ML, Computer Vision and NLP   | [👆](https://github.com/kmario23/deep-learning-drizzle)      |