/members-area/personalblogs/b/ralph-yamamoto-s-blog/posts/pynq-on-ultra96v2I guess I&#39;m easily distracted. I&#39;ve been struggling a bit trying to formulate a plan to accomplish my project for Path II Programmable and in my searching I saw that a new V2.5 Pynq image for the Ultra96v2 was just released: https...en-USTelligent Community 12https://community.element14.com/members-area/personalblogs/b/ralph-yamamoto-s-blog/posts/pynq-on-ultra96v2Mon, 04 Aug 2025 17:10:14 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:1f36a302-8778-4240-90d0-4ed07b02dd24AYri0<p><strong>I&#39;m currently working on a project that involves implementing an AI model on the DPU of the Ultra96v2. I&#39;m using<span>&nbsp;</span>pyxir_dpu<span>&nbsp;</span>after quantizing the model and generating the<span>&nbsp;</span>.xmodel<span>&nbsp;</span>file with Vitis AI 2.5. However, I&#39;m encountering an issue I can&#39;t solve: no matter how many times I re-quantize the model, I have the same problem, and attempting to reshape the input format crashes the kernel. Do you have any suggestions?</strong><img alt=" " src="/resized-image/__size/1280x720/__key/commentfiles/f7d226abd59f475c9d224a79e3f0ec07-1f36a302-8778-4240-90d0-4ed07b02dd24/Capture-d_1920E900_cran-_2800_574_2900_.png" /></p><img src="https://community.element14.com/aggbug?PostID=8172&AppID=330&AppType=Weblog&ContentType=0" width="1" height="1">https://community.element14.com/members-area/personalblogs/b/ralph-yamamoto-s-blog/posts/pynq-on-ultra96v2Sun, 10 Nov 2019 03:11:51 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:1f36a302-8778-4240-90d0-4ed07b02dd24aspork420<p>Nice job. I&#39;m doing a side project currently with OpenCV (on a RaspberryPi) so this might be a fun tie-in to play with.</p><img src="https://community.element14.com/aggbug?PostID=8172&AppID=330&AppType=Weblog&ContentType=0" width="1" height="1">