Repository Index

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

• tensorflow
• graph
• darknet
• deep-learning

Tensorflow Faster RCNN for Object Detection

• tensorflow
• object-detection
• faster-rcnn
• coco

Add object detection, tracking, mobile notifications, and search to any security camera.

• object-detection
• tinygrad
• selfhosted
• nvr

🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~

• ncnn
• yolov5
• android-app
• mnn

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

• ssd
• mobilenet-ssd
• caffe
• mobilenet

:zap: Based on yolo's ultra-lightweight universal target detection algorithm, the calculation amount is only 250mflops, the ncnn model size is only 666kb, the Raspberry Pi 3b can run up to 15fps+, and the mobile terminal can run up to 178fps+

TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet

• tensorrt
• yolov4
• yolov3
• ssd-mobilenet

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

• cnn
• yolov3
• yolo
• mobilenetv2

High level network definitions with pre-trained weights in TensorFlow

• tensorflow
• model
• zoo
• deep-learning