{"id":13586583,"url":"https://github.com/galliot-us/neuralet","last_synced_at":"2025-04-07T18:34:18.147Z","repository":{"id":53682740,"uuid":"239420566","full_name":"galliot-us/neuralet","owner":"galliot-us","description":"Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more. ","archived":false,"fork":false,"pushed_at":"2022-12-12T20:33:28.000Z","size":22335,"stargazers_count":240,"open_issues_count":0,"forks_count":71,"subscribers_count":37,"default_branch":"master","last_synced_at":"2025-04-06T11:05:41.256Z","etag":null,"topics":["coral-tpu","deep-learning","deep-neural-networks","edge-ai","edge-computing","edge-tpu","edgetpu","jetson-nano","jetson-nano-developer-kit","jetsonnano","object-detection","ros","ros-kinetic","ros-melodic","social-distancing","social-distancing-detection"],"latest_commit_sha":null,"homepage":"https://neuralet.com","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/galliot-us.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":null,"code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null},"funding":{"issuehunt":"neuralet"}},"created_at":"2020-02-10T03:38:06.000Z","updated_at":"2025-03-31T14:22:32.000Z","dependencies_parsed_at":"2023-01-28T01:00:39.879Z","dependency_job_id":null,"html_url":"https://github.com/galliot-us/neuralet","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/galliot-us%2Fneuralet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/galliot-us%2Fneuralet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/galliot-us%2Fneuralet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/galliot-us%2Fneuralet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/galliot-us","download_url":"https://codeload.github.com/galliot-us/neuralet/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247707724,"owners_count":20982834,"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":["coral-tpu","deep-learning","deep-neural-networks","edge-ai","edge-computing","edge-tpu","edgetpu","jetson-nano","jetson-nano-developer-kit","jetsonnano","object-detection","ros","ros-kinetic","ros-melodic","social-distancing","social-distancing-detection"],"created_at":"2024-08-01T15:05:39.828Z","updated_at":"2025-04-07T18:34:14.586Z","avatar_url":"https://github.com/galliot-us.png","language":"Python","funding_links":["https://issuehunt.io/r/neuralet"],"categories":["Python"],"sub_categories":[],"readme":"\u003e **Galliot now hosts all Neuralet’s content and expertise gained in three years of work and completing high-quality applications, mainly in Computer Vision and Deep Learning. [More Info](https://galliot.us/blog/neuralet-migrated-to-galliot/)**\n\n# Neuralet \u003e\u003e\u003e \n\nNeuralet is an open-source platform for deep learning models on GPUs, TPUs, and more. This open-source project was backed by the Galliot team (galliot.us) in 2019, and later added to their portfolio. The goal is to make it easier to start and evaluate deep learning models on different edge devices.\n\nWe currently provide models for [Coral Dev Board TPU](https://coral.ai/products/dev-board/) and amd64 node with attached usb edge TPU, and soon will release models for other edge devices such as [NVIDIA Jetson](https://developer.nvidia.com/embedded/jetson-nano-developer-kit) and more. \n\nPlease join [our slack channel](https://join.slack.com/t/neuralet/shared_invite/zt-g1w9o45u-Y4R2tADwdGBCruxuAAKgJA) or reach out to hello@galliot.us if you have any questions. \n\n## How to use Neuralet?\n\nNeuralet is a set of docker containers that are packaged to run directly on the device. A separate docker container is built for each model on each device to make it very simple to get started with any model on any device.\n\n### Currently supported models\n\n#### amd64 + edge TPU\nImage Classification\n* [efficientnet-edgetpu-L](https://github.com/galliot-us/neuralet/tree/master/amd64/efficientnet-edgetpu-L)\n* [efficientnet-edgetpu-M](https://github.com/galliot-us/neuralet/tree/master/amd64/efficientnet-edgetpu-M)\n* [efficientnet-edgetpu-S](https://github.com/galliot-us/neuralet/tree/master/amd64/efficientnet-edgetpu-S)\n* [inception_v1_224_quant_20181026](https://github.com/galliot-us/neuralet/tree/master/amd64/inception_v1_224_quant_20181026)\n* [inception_v2_224_quant_20181026](https://github.com/galliot-us/neuralet/tree/master/amd64/inception_v2_224_quant_20181026)\n* [inception_v3_quant](https://github.com/galliot-us/neuralet/tree/master/amd64/inception_v3_quant)\n* [inception_v4_299_quant](https://github.com/galliot-us/neuralet/tree/master/amd64/inception_v4_299_quant)\n* [mobilenet_v1_1.0_224](https://github.com/galliot-us/neuralet/tree/master/amd64/mobilenet_v1_1.0_224)\n* [mobilenet_v2_1.0_224](https://github.com/galliot-us/neuralet/tree/master/amd64/mobilenet_v2_1.0_224)\n* [mobilenet_v2_1.0_224_inat_bird](https://github.com/galliot-us/neuralet/tree/master/amd64/mobilenet_v2_1.0_224_inat_bird)\n* [mobilenet_v2_1.0_224_inat_insect](https://github.com/galliot-us/neuralet/tree/master/amd64/mobilenet_v2_1.0_224_inat_insect)\n* [mobilenet_v2_1.0_224_inat_plant](https://github.com/galliot-us/neuralet/tree/master/amd64/mobilenet_v2_1.0_224_inat_plant)\n\nObject Detection\n* [mobilenet_ssd_v1](https://github.com/galliot-us/neuralet/tree/master/amd64/mobilenet_ssd_v1)\n* [mobilenet_ssd_v2](https://github.com/galliot-us/neuralet/tree/master/amd64/mobilenet_ssd_v2)\n* [mobilenet_ssd_v2_face](https://github.com/galliot-us/neuralet/tree/master/amd64/mobilenet_ssd_v2_face)\n\n#### Coral Dev Board\nImage Classification\n* [efficientnet-edgetpu-L](https://github.com/galliot-us/neuralet/tree/master/coral-dev-board/efficientnet-edgetpu-L)\n* [efficientnet-edgetpu-M](https://github.com/galliot-us/neuralet/tree/master/coral-dev-board/efficientnet-edgetpu-M)\n* [efficientnet-edgetpu-S](https://github.com/galliot-us/neuralet/tree/master/coral-dev-board/efficientnet-edgetpu-S)\n* [inception_v1_224_quant_20181026](https://github.com/galliot-us/neuralet/tree/master/coral-dev-board/inception_v1_224_quant_20181026)\n* [inception_v2_224_quant_20181026](https://github.com/galliot-us/neuralet/tree/master/coral-dev-board/inception_v2_224_quant_20181026)\n* [inception_v3_quant](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/inception_v3_quant)\n* [inception_v4_299_quant](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/inception_v4_299_quant)\n* [mobilenet_v1_1.0_224](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/mobilenet_v1_1.0_224)\n* [mobilenet_v2_1.0_224](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/mobilenet_v2_1.0_224)\n* [mobilenet_v2_1.0_224_inat_bird](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/mobilenet_v2_1.0_224_inat_bird)\n* [mobilenet_v2_1.0_224_inat_insect](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/mobilenet_v2_1.0_224_inat_insect)\n* [mobilenet_v2_1.0_224_inat_plant](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/mobilenet_v2_1.0_224_inat_plant)\n\nObject Detection\n* [mobilenet_ssd_v1](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/mobilenet_ssd_v1)\n* [mobilenet_ssd_v2](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/mobilenet_ssd_v2)\n* [mobilenet_ssd_v2_face](https://github.com/neuralet/neuralet/tree/master/coral-dev-board/mobilenet_ssd_v2_face)\n\n#### NVIDIA Jetson Nano\nComing soon.\n\n## Contact\n\nYou can reach us via these channels:\n- [Join our slack channel](https://join.slack.com/t/neuralet/shared_invite/zt-g1w9o45u-Y4R2tADwdGBCruxuAAKgJA)\n- [@galliot_us](https://twitter.com/Galliot_us) on Twitter\n- [GitHub Issues](https://github.com/galliot-us/models/issues)\n- [hello@galliot.us](mailto:hello@galliot.us?subject=Hello)\n\n## License\n[Apache License 2.0](https://github.com/neuralet/neuralet/blob/master/LICENCE)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgalliot-us%2Fneuralet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgalliot-us%2Fneuralet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgalliot-us%2Fneuralet/lists"}