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computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)

Python 6.82% Jupyter Notebook 92.73% Makefile 0.01% C++ 0.28% Cuda 0.13% Shell 0.01% Dockerfile 0.01% Cython 0.01% MATLAB 0.01% CMake 0.02% C 0.01%
computer-vision machine-learning deep-learning python cpp cuda tensorrt embedded-systems

cvprojects's Introduction

Computer vision projects

If you have any questions, please submit issues or email me: [email protected], have fun with it!

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1.Demo

2. Projects list

Title Snapshot Type Language Code Link
K210 vision pomodoro Hardware & software Python 2024_projects/2.k210_vision
Vision Tachometer (Interstellar Endurance rotation' speed estimation) software Python/C++ 2024_projects/1.vision_tachometer

3. Archived

名称与在线播放地址 截图 代码地址
C++ Deepstream TensorRT多流检测追踪 cpp_projs/2.deepstream_detect_track
C++ YOLOV5 TensorRT 人员闯入和聚众 cpp_projs/1.people_cross_gather
Yolov8物体关键点(文具、螺栓) 4.Yolov8物体关键点(文具、螺栓)
ReID行人重识别跨境头搜人 查看代码
SAM测量不规则图形面积 查看代码
寻找早晨去上班的最佳出发时间 codes/34.yolov8_track
33.旋转目标检测车位检测 codes/33.旋转目标检测车位检测
32.realsense dobot 机械臂视觉抓取 codes/32.realsense dobot 机械臂视觉抓取
31.StyleGAN人脸编辑 codes/31.StyleGAN人脸编辑
30.火印结印手势控制Tello无人机 codes/30.火印结印手势控制Tello无人机
29.CNN-RNN/VIT视频动作分类 codes/29.CNN-RNN/VIT视频动作分类
28.transformer image caption中文看图写话 codes/28.transformer_image_caption中文看图写话
27.siamese连体网络小样本猫狗品种分类 codes/27.siamese连体网络小样本猫狗品种分类
26.UNet医学图片分割 codes/26.UNet医学图像分割
25.swin-transformer路面分割 codes/25.swin-transformer路面分割
24.Web以图搜图系统 codes/24.web以图搜图
23.facenet 戴口罩的人脸识别 codes/23.facenet戴口罩的人脸识别
22.openvino树莓派扑克牌检测 codes/22.openvino扑克牌检测
21.GAN老照片上色并动起来 codes/21.GAN老照片上色动起来
20.骨骼点动态动作识别 codes/20.骨骼点动作识别
19.OCR车牌识别 codes/19.OCR车牌识别
18.YOLOv5 + Deepsort 车辆追踪及速度分析 codes/18.deepsort 道路车辆分析
17.YOLOv5 jetson nano 工地防护检测 codes/17.YOLOv5 jetson nano 工地防护检测
16.树莓派口罩规范佩戴检测 codes/16.口罩规范佩戴检测
15.防挡弹幕 codes/15.防挡弹幕
14.人脸考勤机 codes/14.人脸考勤机
13.毛笔书体检测与识别 codes/13.书法书体检测与识别
11.AI分析看电视行为 codes/11.watch_tv
10.AI虚拟鼠标 codes/10.virtual_mouse
9.AI 虚拟点读机 codes/9.virtual reader
8. 火影结印识别 codes/8.结印识别
7.虚拟拖放 Python + opencv codes/7.virtual_drag_drop.py
6.Python手势控制电脑音量 codes/6.hand_control_volume.py
5.手势暂停、播放电视 codes/5.hand_pause_atv/handRemote.py

cvprojects's People

Contributors

enpeizhao avatar fanxy1 avatar lewisgit avatar shifu-ke avatar wangjiaxi90 avatar

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cvprojects's Issues

关于人脸考勤机

识别时出现错误

Traceback (most recent call last):
File "demo_full.py", line 479, in
faceRecognize(detector=args.detector,threshold=args.threshold, write_video = args.record,resize_w=args.w,resize_h=args.h)
File "demo_full.py", line 422, in faceRecognize
frame = updateRightInfo(frame,face_info_list,face_img_list)
File "demo_full.py", line 200, in updateRightInfo
frame[(left_y+offset_y_value):(left_y+resize_w+ offset_y_value), -(left_x+resize_w):-left_x] = face_img
ValueError: could not broadcast input array from shape (80,80,3) into shape (0,80,3)

刷新时大小不一致,请问怎么解决呢

关于 virtual reader

(NotFound) Cannot open file ./baidu_pp_detection/models/cascade_rcnn_dcn_r101_vd_fpn_gen_server_side_model_, please confirm whether the file is normal.
[Hint: Expected static_cast(fin.is_open()) == true, but received static_cast(fin.is_open()):0 != true:1.] (at ..\paddle\fluid\inference\api\analysis_predictor.cc:1116)

Traceback (most recent call last):
File "C:\论文模型\CVprojects-main\codes\9.virtual reader\demo.py", line 515, in
control.recognize()
File "C:\论文模型\CVprojects-main\codes\9.virtual reader\demo.py", line 357, in recognize
drawInfo = DrawSomeInfo()
File "C:\论文模型\CVprojects-main\codes\9.virtual reader\demo.py", line 69, in init
self.pp_dete = Baidu_PP_Detection()
File "C:\论文模型\CVprojects-main\codes\9.virtual reader\baidu_pp_wrap.py", line 39, in init
trt_calib_mode=False)
File "baidu_pp_detection\python\infer.py", line 78, in init
trt_calib_mode=trt_calib_mode)
File "baidu_pp_detection\python\infer.py", line 359, in load_predictor
predictor = fluid.core.create_paddle_predictor(config)
RuntimeError: Unknown exception

请问这是什么原因啊

文件明明是存在的,但却提示找不到

这个库是已经编译成功了,但是再往后进行的时候,却提示楚错了。说为定义,但明明存在这个文件,也有这些函数的定义!哪位遇到过,麻烦给指条明路,谢谢!

/usr/bin/ld: streamer/libstreamer.so: undefined reference to avformat_network_init' /usr/bin/ld: streamer/libstreamer.so: undefined reference to avformat_network_deinit'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to avcodec_close' /usr/bin/ld: streamer/libstreamer.so: undefined reference to avcodec_find_encoder'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to avformat_write_header' /usr/bin/ld: streamer/libstreamer.so: undefined reference to avio_open2'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to av_frame_free' /usr/bin/ld: streamer/libstreamer.so: undefined reference to av_log_set_level'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to avcodec_open2' /usr/bin/ld: streamer/libstreamer.so: undefined reference to av_dict_set'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to av_interleaved_write_frame' /usr/bin/ld: streamer/libstreamer.so: undefined reference to avformat_alloc_output_context2'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to av_image_get_buffer_size' /usr/bin/ld: streamer/libstreamer.so: undefined reference to avcodec_send_frame'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to av_register_all' /usr/bin/ld: streamer/libstreamer.so: undefined reference to sws_freeContext'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to av_init_packet' /usr/bin/ld: streamer/libstreamer.so: undefined reference to av_dict_free'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to avcodec_get_name' /usr/bin/ld: streamer/libstreamer.so: undefined reference to av_mallocz'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to sws_scale' /usr/bin/ld: streamer/libstreamer.so: undefined reference to avcodec_parameters_from_context'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to av_dump_format' /usr/bin/ld: streamer/libstreamer.so: undefined reference to avio_close'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to avformat_new_stream' /usr/bin/ld: streamer/libstreamer.so: undefined reference to av_rescale_q'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to avcodec_receive_packet' /usr/bin/ld: streamer/libstreamer.so: undefined reference to av_frame_alloc'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to av_image_fill_arrays' /usr/bin/ld: streamer/libstreamer.so: undefined reference to avcodec_alloc_context3'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to avcodec_free_context' /usr/bin/ld: streamer/libstreamer.so: undefined reference to sws_getContext'
/usr/bin/ld: streamer/libstreamer.so: undefined reference to avformat_free_context' /usr/bin/ld: streamer/libstreamer.so: undefined reference to av_packet_unref'

报错:No module named 'ppdet.utils.export_utils'

在static文件夹下想export模型,报错:Traceback (most recent call last):
File "tools/export_model.py", line 53, in
raise e
File "tools/export_model.py", line 40, in
from ppdet.utils.export_utils import save_infer_model, dump_infer_config
ModuleNotFoundError: No module named 'ppdet.utils.export_utils'
不知道咋解决,请求帮助
输入命令是这个:python tools/export_model.py -c ./configs/rcnn_enhance/generic/cascade_rcnn_dcn_r101_vd_fpn_gen_server_side.yml --output_dir=./inference_model -o weights=./weights/cascade_rcnn_dcn_r101_vd_fpn_gen_server_side.pdparams
不知道能否分享一份生成的infer_cfg.yml, model.pdiparams, model.pdiparams.info, model.pdmodel吗

"yaml.constructor.ConstructorError: could not determine a constructor for the tag '!DecodeImage'"

I hava download "cascade_rcnn_dcn_r101_vd_fpn_gen_server_side.pdparams",but I donot find fight yml file.
I use this methods "
python tools/export_model.py -c "models\cascade_rcnn_dcn_r101_vd_fpn_gen_server_side.yml" --output_dir=./inference_model -o weights="models\cascade_rcnn_dcn_r101_vd_fpn_gen_server_side.pdparams"
" but I got this issue
"yaml.constructor.ConstructorError: could not determine a constructor for the tag '!DecodeImage'"

人员越界及聚众项目

你好,请问人员越界及聚众项目的校准数据集列表文件是github release中的哪个文件呀?看起来都不像呀,

image

另外能提供下人员越界及聚众的那段视频文件嘛,麻烦大佬了!

swin-transformer路面分割项目的环境配置问题

请问一下swin-transformer路面分割项目的环境配置问题
Python,pytorch,mmcv-full与mmdet所使用的版本号分别是多少呢
自己调试环境总是报奇怪的错
TypeError: MaskRCNN: SwinTransformer: init() got an unexpected keyword argument 'embed_dim'
'ConfigDict' object has no attribute 'test_cfg'

关于onnx文件

您好,请问这个yolov5s_person.onnx是从哪里得到的啊?我直接从官方下了文件yolov5s.onnx似乎用不了QAQ

工地防护检测BUG

当多个工人距离较近时,安全帽和反光背心按 IoU 确定属于哪个工人存在BUG,导致部分安全帽和反光背心不能被检测。如下图:
fix_iou_bug

codes/28.transformer_image_caption中文看图写话

codes/28.transformer_image_caption中文看图写话 多了一个空格,在 Windows 上克隆失败。
报错
error: invalid path 'codes/28.transformer_image_caption中文看图写话 /README.md'

临时解决办法:

git config core.protectNTFS false

但是这个目录就是空的了

没有创建方块

Win10 py3.6
没有创建方块和手指线,只开启了摄像头?

项目只能windows下运行

您好,我fork了代码之后本地运行报错。
image
google搜到的结果是 comtypes 这个包只能在windows运行,由于我对这个包的功能不太了解,想请问一下,有没有mac或者linux系统下的替代包。

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