我从各个角度都有一个汽车图像文件夹.我想用一袋文字的方法训练系统识别汽车.一旦完成训练,我希望如果给出该车的图像,它应该能够识别它.
我一直在尝试在opencv中学习BOW功能,以便完成这项工作并达到我现在不知道该做什么的水平,并且一些指导将不胜感激.
这是我用来制作文字包的代码:
Ptr<FeatureDetector> features = FeatureDetector::create("SIFT");
Ptr<DescriptorExtractor> descriptors = DescriptorExtractor::create("SIFT");
Ptr<DescriptorMatcher> matcher = DescriptorMatcher::create("FlannBased");
//defining terms for bowkmeans trainer
TermCriteria tc(MAX_ITER + EPS, 10, 0.001);
int dictionarySize = 1000;
int retries = 1;
int flags = KMEANS_PP_CENTERS;
BOWKMeansTrainer bowTrainer(dictionarySize, tc, retries, flags);
BOWImgDescriptorExtractor bowDE(descriptors, matcher);
//training data now
Mat features;
Mat img = imread("c:\\1.jpg", 0);
Mat img2 = imread("c:\\2.jpg", 0);
vector<KeyPoint> keypoints, keypoints2;
features->detect(img, keypoints);
features->detect(img2,keypoints2);
descriptor->compute(img, keypoints, features);
Mat features2;
descripto->compute(img2, keypoints2, features2);
bowTrainer.add(features);
bowTrainer.add(features2);
Mat dictionary = …
Run Code Online (Sandbox Code Playgroud) 我必须在 7 段 LED 上显示一条消息和一个计时器。因此,我通过使用多路复用器来管理此问题,并在一种状态下显示消息“Hi”,然后一段时间后,当计数器达到 7500 时,它应该停止显示“Hi”并开始显示计时器。
问题是它只显示“Hi”并且不会从那里向前移动。
localparam [1:0]
idle = 2'b00,
starting = 2'b01,
time_it = 2'b10,
done = 2'b11;
reg state_reg, state_next;
reg [12:0] count_reg, count_next; //**change for simulation
always @ (posedge clock or posedge reset)
begin
if(reset)
begin
state_reg <= idle;
count_reg <= 0;
end
else
begin
state_reg <= state_next;
count_reg <= count_next;
end
end
always @ (*)
begin
state_next = state_reg; //default state stays the same
count_next = count_reg;
case(state_reg)
idle:
begin
//DISPLAY HI HERE …
Run Code Online (Sandbox Code Playgroud) 最近我在这里问过,如何在硬件中生成随机数,并被告知要使用LFSR.它将是随机的,但会在某个值后开始重复.
问题是生成的随机数是如此可预测,以至于可以很容易地猜到下一个值.例如,检查下面的模拟:
可以通过将前一个数字与其自身+1相加来猜测下一个"随机"数字.有人可以验证这是否正常和预期.
这是我用于LFSR的代码:
module LFSR(
input clock,
input reset,
output [12:0] rnd
);
wire feedback = rnd[12] ^ rnd[3] ^ rnd[2] ^ rnd[0];
reg [12:0] random;
always @ (posedge clock or posedge reset)
begin
if (reset)
random <= 13'hF; //An LFSR cannot have an all 0 state, thus reset to FF
else
random <= {random[11:0], feedback}; //shift left the xor'd every posedge clock
end
assign rnd = random;
endmodule
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从这里获取位到XOR的位:表页5