Edge Camera Ml Computer Vision Tools

There are 11 edge camera ml tools tracked. 1 score above 50 (established tier). The highest-rated is s60sc/ESP32-CAM_MJPEG2SD at 57/100 with 1,549 stars. 1 of the top 10 are actively maintained.

Get all 11 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=computer-vision&subcategory=edge-camera-ml&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	s60sc/ESP32-CAM_MJPEG2SD ESP32 Camera motion capture application to record JPEGs to SD card as AVI...	57	Established	1,549	C++
2	Mr-Homeless/waldo Waldo Vision \| Cheat detection	37	Emerging	425	Python
3	maxlab-io/tokay-lite-sdk Tokay Lite: Low Power Edge AI Camera SDK	34	Emerging	55	C++
4	HornedSungem/SungemSDK Horned Sungem	34	Emerging	33	C
5	mauriciobarroso/mtcnn_esp32s3 Face detection with MTCNN, TensorFlow Lite Micro and ESP32-S3	33	Emerging	25	C
6	klumw/esp32_cam_face_recognition esp32-cam face recognition with MQTT and esp-who framework	33	Emerging	36	C++
7	Kevin-WSCU/96Boards-Camera 96Boards camera support from Deltavison :	29	Experimental	42	C
8	theevildoof/TinyML_OV7670 This repo contains all the necessary files to build a MNIST TinyML...	26	Experimental	11	Jupyter Notebook
9	lynkos/algae-detection Detect and identify different species of harmful algae within natural water...	26	Experimental	14	C++
10	rzeldent/esp32cam-persondetection Excercise/Test project using esp32cam and tensorflow to detect people.	20	Experimental	14	C++
11	rykovv/pills_counter Machine Learning and Computer Vision at the Edge for pills counting using ESP32.	15	Experimental	15	C++