{"id":24510551,"url":"https://github.com/lim-calculus/convolutional-neural-networks-in-tensorflow","last_synced_at":"2026-04-29T19:03:21.190Z","repository":{"id":151907762,"uuid":"540579194","full_name":"Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow","owner":"Lim-Calculus","description":"My solutions to Convolutional Neural Networks in TensorFlow (DeepLearning.AI TensorFlow Developer Professional Certificate Course 2))","archived":false,"fork":false,"pushed_at":"2023-01-14T11:13:10.000Z","size":13223,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-01-01T23:19:33.578Z","etag":null,"topics":["cnn","computer-vision","convolutional-neural-networks","deep","deep-learning","neural-network","tensorflow"],"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/Lim-Calculus.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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-09-23T18:58:09.000Z","updated_at":"2022-10-23T19:05:08.000Z","dependencies_parsed_at":"2023-05-15T13:15:33.380Z","dependency_job_id":null,"html_url":"https://github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lim-Calculus%2FConvolutional-Neural-Networks-in-TensorFlow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lim-Calculus%2FConvolutional-Neural-Networks-in-TensorFlow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lim-Calculus%2FConvolutional-Neural-Networks-in-TensorFlow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lim-Calculus%2FConvolutional-Neural-Networks-in-TensorFlow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Lim-Calculus","download_url":"https://codeload.github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lim-Calculus%2FConvolutional-Neural-Networks-in-TensorFlow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32439302,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-29T18:12:22.909Z","status":"ssl_error","status_checked_at":"2026-04-29T18:11:33.322Z","response_time":110,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["cnn","computer-vision","convolutional-neural-networks","deep","deep-learning","neural-network","tensorflow"],"created_at":"2025-01-22T00:29:40.685Z","updated_at":"2026-04-29T19:03:21.165Z","avatar_url":"https://github.com/Lim-Calculus.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DeepLearning.AI TensorFlow Developer Professional Certificate Course 2 : Convolutional Neural Network in TensorFlow\n![](https://github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow/blob/main/Certificate/Convolutional%20Neural%20Network%20in%20TensorFlow%20Completion%20Certificate%20(Lim%20Jing%20Bin)%20.JPG)\nMy solutions to Convolutional Neural Networks in TensorFlow (DeepLearning.AI TensorFlow Developer Professional Certificate))\n## Week 1 - Exploring a Larger Dataset \u003c/br\u003e\n1. Introduction to TensorFlow, and how, with its high level APIs you could do basic image classification \n2. Convolutional Neural Networks (ConvNets)\n3. Image Classification\n- Week 1 Lab 1 : [Cats vs Dogs](https://github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow/blob/main/Convolutional_Neural_Network_(DeepLearning_AI)_%5BWeek_1_Lab_1%5D.ipynb)\n- Week 1 Assignment : [Week 1: Using CNN's with the Cats vs Dogs Dataset](https://github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow/blob/main/Convolutional_Neural_Network_in_TensorFlow_%5BWeek1_Assignment_1%5DC2W1_Assignment.ipynb)\n## Week 2 : Augmentation: A technique to avoid overfitting \u003c/br\u003e\n1. Overfitting : the concept of being over specialized in training \n2. Image Augmentation\n- Week 2 Assignment : [Week 2: Tackle Overfitting with Data Augmentation](https://github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow/blob/main/Convolutional_Neural_Network_in_TensorFlow_(Week_2_Assignment)_C2W2_Assignment.ipynb)\n## Week 3 : Transfer Learning \u003c/br\u003e\n1. Transfer Learning\n- Week 3 Lab 1 : [Ungraded Lab: Transfer Learning](https://github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow/blob/main/Convolutional_Neural_Network_in_TensorFlow_(Week_3_Lab_1)_W3_Lab_1_transfer_learning.ipynb)\n- Week 3 Assignment : [Week 3: Transfer Learning](https://github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow/blob/main/Convolutional_Neural_Network_in_TensorFlow_Week_3_Assignment_1_C2W3_Assignment.ipynb)\n## Week 4 : Multiclass Classifications\u003c/br\u003e\n1. Multiclass Classification \n- Week 4 Lab 1 : [Ungraded Lab: Multi-class Classifier](https://github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow/blob/main/Convolutional_Neural_Network_Week4_Lab1_C2_W4_Lab_1_multi_class_classifier.ipynb)\n- Week 4 Assignment : [Week 4: Multi-class Classification](https://github.com/Lim-Calculus/Convolutional-Neural-Networks-in-TensorFlow/blob/main/Convolutional_Neural_Network_in_TensorFlow_(Week_4_Assignment)_C2W4_Assignment.ipynb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flim-calculus%2Fconvolutional-neural-networks-in-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flim-calculus%2Fconvolutional-neural-networks-in-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flim-calculus%2Fconvolutional-neural-networks-in-tensorflow/lists"}