{"id":20041708,"url":"https://github.com/ajithvcoder/eva-extensive_vision_ai","last_synced_at":"2026-05-13T06:01:41.197Z","repository":{"id":37628273,"uuid":"183751627","full_name":"ajithvcoder/EVA-Extensive_Vision_AI","owner":"ajithvcoder","description":"The School of A.I - EVA  Course https://theschoolof.ai/","archived":false,"fork":false,"pushed_at":"2023-10-03T22:00:02.000Z","size":56350,"stargazers_count":0,"open_issues_count":4,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-12T19:30:37.023Z","etag":null,"topics":["deeplearning","reinforcement-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ajithvcoder.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2019-04-27T09:08:55.000Z","updated_at":"2022-12-26T07:57:40.000Z","dependencies_parsed_at":"2024-01-05T18:38:25.060Z","dependency_job_id":null,"html_url":"https://github.com/ajithvcoder/EVA-Extensive_Vision_AI","commit_stats":null,"previous_names":["ajithvcoder/eva-extensive_vision_ai"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajithvcoder%2FEVA-Extensive_Vision_AI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajithvcoder%2FEVA-Extensive_Vision_AI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajithvcoder%2FEVA-Extensive_Vision_AI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ajithvcoder%2FEVA-Extensive_Vision_AI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ajithvcoder","download_url":"https://codeload.github.com/ajithvcoder/EVA-Extensive_Vision_AI/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241470401,"owners_count":19968041,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deeplearning","reinforcement-learning"],"created_at":"2024-11-13T10:47:37.132Z","updated_at":"2026-05-13T06:01:41.078Z","avatar_url":"https://github.com/ajithvcoder.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Course : Extensive Vision AI (EVA #3)\n\nDuration : 9 months* (I did for 1.2 years)\n\nSyllabus : [Details](https://theschoolof.ai/#details)\n\n**Contents**\n\n- [Assignments](#Assignments)      \n   * [Phase 1 - Deep Learning ](#Phase-1---Deep-Learning)\n   * [Phase 2 - Reinforcement Learning](#Phase-2---Reinforcement-Learning)\n\n- [Result](#Result)\n- [Credits](#Credits)\n\n\n## Assignments\n\n### Phase 1 - Deep Learning \n\nSession 1 - Introduction to Computer Vision - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/project1)\n\nSession 2 - Neural Architecture - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session2)\n\nSession 3 - First Neural Network - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session3)\n\nSession 4 - Architecture Basics - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session4)\n\nSession 5 -bBatch normalization and Regularization - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session5)\n\nSession 6 - Advanced Convolutions - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session6)\n\nSession 7 -Network Architectures and Receptive Fields [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session7)\n\nSession 8 - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session8)\n\nSession 9 - Data Augumentation - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session9)\n\nSession 10 - Interpretability - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session10)\n\nSession 11 - Advanced Concepts in Training and Learning Rates [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session10)\n\nSession 12 - Super Convergenece - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session10)\n\nSession 13 - RESNETS -[Assignment](https://github.com/ajithvallabai/assignments/tree/master/session10)\n\nSession 14 - RESNET PART2-[Assignment](https://github.com/ajithvallabai/assignments/tree/master/session10)\n\nSession 15 - DENSENETs - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session10)\n\nSession 16 - Object Localization - YOLO\n\nSession 17 - RCNN - Faster RCNN \u0026 Mask RCNN\n\nSession 18 - Face Recognition\n\nSession 19 - GENERATIVE ADVERSARIAL NETWORKS [Assignment](https://github.com/ajithvallabai/assignments/tree/master/session10)\n\n### Phase 2 - Reinforcement Learning\n\nSession 1 - Neural Word Embeddings -[Assignment](https://github.com/ajithvallabai/assignments/tree/master/phase2_session1)\n\nSession 2 - Recurrent neural Networks \n\nSession 3 - LSTMs \n\nSession 4 - GRU,Attention mechanism and memory networks\n\nSession 5 - Reinforcement Learning - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/phase2_session5)\n\nSession 6 - Q Learning\n\nSession 7 - Deep Q learning\n\nSession 8 - Continous Action Spaces- [Assignment](https://github.com/ajithvallabai/assignments/tree/master/phase2_session8)\n\nSession 9 - A3C and T3D - [Assignment](https://github.com/ajithvallabai/assignments/tree/master/phase2_session9)\n\nSession 10 - END GAME \n\nFinal Project - [Project ENDGAME Self Driving Car - TD3](https://github.com/ajithvallabai/assignments/tree/master/Project_Endgame)\n\n\n## Credits \n\n* [Rohan Shravan](https://www.google.com/search?safe=active\u0026sxsrf=ALeKk03ViVAZ5ek_9vHbQ4Lg7UXMqN-rMA%3A1592201626546\u0026ei=mhHnXrL-IO-e4-EPq4GH8AU\u0026q=Rohan+Shravan\u0026oq=Rohan+Shravan\u0026gs_lcp=CgZwc3ktYWIQAzIECCMQJzICCAAyBAgAEB4yBAgAEB4yBAgAEB4yBAgAEB4yBAgAEB4yBggAEAUQHjIECAAQHjoECAAQRzoHCCMQsAIQJzoECAAQDToGCAAQDRAeUKObBVjFswVg_bcFaABwAXgAgAGmAogB6gWSAQUwLjMuMZgBAKABAaoBB2d3cy13aXo\u0026sclient=psy-ab\u0026ved=0ahUKEwiys_GilYPqAhVvzzgGHavAAV4Q4dUDCAw\u0026uact=5) \n* [The School of A.I ](https://theschoolof.ai/)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fajithvcoder%2Feva-extensive_vision_ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fajithvcoder%2Feva-extensive_vision_ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fajithvcoder%2Feva-extensive_vision_ai/lists"}