First, give conclusions that can be used for decision-making
First, you confirm access conditions such as RTSP, GB/T 28181 or manufacturer API, then you take video-check pixels, mask and motion blurs from different times and environments. If you are not well-imaging, you prioritize position, lens and light sources rather than directly expanding model training.
What conditions need to be identified before judgement is made?
The same question may have different answers under different business, data and project phases. It is suggested that the following conditions be checked and that the common findings on the web be incorporated into their own projects.
Suggested order of advance
First, we'll be clear about the target and the border.
Take an inventory of the cameras and the platform.
Validation Key Dependence
A representative video is collected.
Development of assessable outcomes
Imaging and PoC testing completed.
Make sure you decide the next step with the real results.
Re-use, adjust or replace.
How do you understand it in the actual business?
The warehouse has cameras that can see the path, but it is not able to see the details of the helmet, and can be retained for the count of numbers, adding more suitable slots to the priority jobs. The examples do not represent the performance of a particular client, and the actual conclusions need to be verified in conjunction with the enterprise’s own business volume, sample, system and responsibility boundaries.
The easiest pit to step on.
Only resolution parameters
Ignore night and reverse light
Unidentified manufacturer and issue restrictions
How should we end up receiving and confirming?
Agreements, images, targets, environment and evaluation results are recorded for each location, and definitive adjustments are made to the non-satisfactory slots.
When preparing to communicate with suppliers or internal teams, it is recommended that current processes, representative samples, existing systems, planning time and budget levels be brought. First, the unknown items are clearly marked, and then the decision is made to use diagnostics, PoC, fixed-range projects or ongoing research and development, which is usually more reliable than a direct demand for a price and duration without borders.