{"id":14959040,"url":"https://github.com/mmourafiq/tensorflow-convolution-models","last_synced_at":"2025-10-30T04:42:53.797Z","repository":{"id":146816037,"uuid":"59464715","full_name":"mmourafiq/tensorflow-convolution-models","owner":"mmourafiq","description":null,"archived":false,"fork":false,"pushed_at":"2016-08-13T10:42:39.000Z","size":141,"stargazers_count":23,"open_issues_count":0,"forks_count":14,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-31T03:01:39.458Z","etag":null,"topics":["cnn","cnn-architecture","cnn-model","convolution","convolutional-models","tensorflow","tensorflow-models"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mmourafiq.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2016-05-23T08:17:24.000Z","updated_at":"2021-05-14T17:07:10.000Z","dependencies_parsed_at":null,"dependency_job_id":"43270d19-e171-444a-ace4-50ba84a03827","html_url":"https://github.com/mmourafiq/tensorflow-convolution-models","commit_stats":{"total_commits":9,"total_committers":2,"mean_commits":4.5,"dds":"0.33333333333333337","last_synced_commit":"0a9ec76f269e330309cddc32925d5cc0ac6d3f28"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mmourafiq%2Ftensorflow-convolution-models","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mmourafiq%2Ftensorflow-convolution-models/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mmourafiq%2Ftensorflow-convolution-models/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mmourafiq%2Ftensorflow-convolution-models/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mmourafiq","download_url":"https://codeload.github.com/mmourafiq/tensorflow-convolution-models/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237999547,"owners_count":19399903,"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":["cnn","cnn-architecture","cnn-model","convolution","convolutional-models","tensorflow","tensorflow-models"],"created_at":"2024-09-24T13:18:45.155Z","updated_at":"2025-10-24T16:30:45.016Z","avatar_url":"https://github.com/mmourafiq.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# tensoflow-convolution-models\n\nTensorflow implementation of convolutional models using the high-level machine learning API:\n\n  * [tf.contrib.learn](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/learn/python/learn)\n  * [tf.contrib.layers](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/layers)\n\nThe models:\n\n  * [LeNet](http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf)\n  * [AlexNet](http://www.cs.toronto.edu/~fritz/absps/imagenet.pdf)\n\nThis repo also contains a notebook that shows the result of the different steps in the convolutional architectures.\n\nFor more details please look at this blog post [Playing with convolutions in TensorFlow](http://mourafiq.com/2016/08/10/playing-with-convolutions-in-tensorflow.html)\n\n\u003cimg width=\"425\" alt=\"lenet_model\" src=\"https://cloud.githubusercontent.com/assets/1261626/17627955/6d3b0c86-60b3-11e6-8433-3ce7f2e4ce35.png\"\u003e\n\n\u003cimg width=\"454\" alt=\"lenet_loss\" src=\"https://cloud.githubusercontent.com/assets/1261626/17627954/6d27a808-60b3-11e6-9c20-bf16f1156a68.png\"\u003e\n\n\u003cimg width=\"454\" alt=\"lenet_loss_mean\" src=\"https://cloud.githubusercontent.com/assets/1261626/17627953/6d03dc7a-60b3-11e6-9c19-2fc004c8dc06.png\"\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmmourafiq%2Ftensorflow-convolution-models","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmmourafiq%2Ftensorflow-convolution-models","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmmourafiq%2Ftensorflow-convolution-models/lists"}