A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
- artificial-intelligence
- machine-learning
- prediction
- image-prediction
Repository Index
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[CVPR 2024] Real-Time Open-Vocabulary Object Detection
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
- deep-neural-networks
- deep-learning
- object-detection
- anchor-free
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
- tensorflow
- graph
- darknet
- deep-learning
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
- object-detection
- instance-segmentation
- computer-vision
- small-object-detection
Tensorflow Faster RCNN for Object Detection
- tensorflow
- object-detection
- faster-rcnn
- coco
DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.
Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC.
A Simple and Versatile Framework for Object Detection and Instance Recognition
- mxnet
- object-detection
- instance-segmentation
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
VLX-Seek is an efficient VLM that grounds fine-grained visual targets with high precision in wild environments.
- object-detection
- open-vocabulary-detection
- vision-and-language
- visual-grounding
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+
A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, BEVFusion) and the related libs (cuPCL, 3D SparseConvolution, YUV2RGB, cuOSD,).
Core ML model zoo for iOS/macOS — PyTorch models converted to ready-to-use .mlpackage, each with a conversion script and SwiftUI sample app. Sibling repos cover Apple's Core AI framework (iOS/macOS 27) and on-device LLMs.
- coreml
- coremltools
- ios
- swift
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
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
- computer-vision
- contrastive-learning
- deep-learning
- distillation
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
- convolutional-networks
- deep-learning
- yolo2
- realtime
Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow
- tensorflow
- hand-detector
- detector
- hand-detection
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
- yolov4
- object-detection
- pytorch
- senet
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
- python
- python-3
- python3
- keras
High level network definitions with pre-trained weights in TensorFlow
- tensorflow
- model
- zoo
- deep-learning