{"id":1430,"date":"2024-09-08T23:51:20","date_gmt":"2024-09-08T15:51:20","guid":{"rendered":"https:\/\/cchsu.info\/wordpress\/?p=1430"},"modified":"2025-04-09T00:08:03","modified_gmt":"2025-04-08T16:08:03","slug":"we-received-5th-place-in-mlcas-corn-yield-prediction-using-satellite-data-challenge","status":"publish","type":"post","link":"https:\/\/cchsu.info\/wordpress\/2024\/09\/08\/we-received-5th-place-in-mlcas-corn-yield-prediction-using-satellite-data-challenge\/","title":{"rendered":"[Award] We received 5th place in MLCAS Corn Yield Prediction Using Satellite Data Challenge!"},"content":{"rendered":"
\n
\n
\n
\n
\n
\n
\n
\u606d\u559c ACVLAB\u6210\u54e1 \u78a9\u4e00 \u912d\u656c\u6052<\/span><\/span><\/a><\/span> \u78a9\u4e8c \u674e\u5bb6\u9298<\/span><\/span><\/a><\/span> \u53c3\u52a0 MLCAS24 Corn Yield Prediction Using Satellite Data competition \u7372\u5f97\u5168\u7403\u7b2c\u4e94\u7684\u4f73\u7e3e! \u96d6\u7136\u53ea\u6709\u5168\u7403\u7b2c\u4e94\uff0c\u4f46\u662f\u91cd\u9ede\u662f\u9019\u6b21\u7684\u4e3b\u529b\u5df2\u7d93\u63db\u6210\u65b0\u4e16\u4ee3\u7684\u6210\u54e1\uff0c\u4e5f\u5c31\u662f\u656c\u6052\u70ba\u4e3b\u529b\uff0c\u800c\u5bb6\u9298\u9000\u5c45\u5e55\u5f8c\uff0c\u9019\u4e5f\u4ee3\u8868\u9019\u4e00\u6279\u78a9\u4e00\u7684\u540c\u5b78\uff0c\u9664\u4e86\u80fd\u529b\u4e4b\u5916\uff0c\u614b\u5ea6\u3001\u52d5\u529b\u4e0a\uff0c\u90fd\u4e0d\u8f38\u78a9\u4e8c\uff01<\/div>\n<\/div>\n
\n
\u672c\u6b21\u7af6\u8cfd\u7684\u76ee\u6a19\u662f\u9700\u8981\u5229\u7528\u885b\u661f\u5f71\u50cf\uff0c\u4f86\u9810\u6e2c\u6a6b\u8de8\u7f8e\u570b\u4e0d\u540c\u5730\u5340\u3001\u6642\u9593\u6bb5\u3001\u8fb2\u4f5c\u7269\u7684\u7522\u91cf\u3002\u56e0\u70ba\u8cc7\u6599\u7684\u591a\u6a23\u6027\u3001\u6642\u9593\u5e8f\u5217\u7684\u7279\u8cea\u548c\u5f71\u50cf\u7684\u7a7a\u9593\u89e3\u6790\u5ea6\u975e\u5e38\u4f4e\u7b49\u7b49\u539f\u56e0\uff0c\u5c0e\u81f4\u9019\u500b\u7522\u91cf\u4e0d\u5bb9\u6613\u9810\u6e2c\u3002\u9019\u500b\u554f\u984c\u76f8\u7576\u6709\u8da3\uff0c\u4e5f\u5f88\u5be6\u969b\uff0c\u5f88\u7b26\u5408ACVLab \u7684\u4e00\u8cab\u98a8\u683c\uff0c\u8981\u505a\u771f\u7684\u5be6\u7528\u6709\u5e6b\u52a9\u7684\u7814\u7a76\uff0c\u52dd\u904e\u65bc\u53ea\u767c\u8868\u8ad6\u6587XD<\/div>\n<\/div>\n
\n
\u540c\u5b78\u5011\u63a5\u7e8c\u4e4b\u524d\u900f\u904e\u7121\u4eba\u6a5f\u5f71\u50cf\u6aa2\u6e2c\u8fb2\u4f5c\u7269\u75be\u75c5\u7684\u7d93\u9a57\uff0c\u8a2d\u8a08\u51fa\u4e00\u9023\u4e32\u6a5f\u5236\uff0c\u905e\u8ff4\u5730\u4f86\u6355\u6349\u4e0d\u540c\u6642\u671f\u8fb2\u4f5c\u7269\u7684\u6f5b\u5728\u95dc\u806f\uff0c\u4e26\u4e14\u5f15\u5165\u4f5c\u7269\u6558\u8ff0\u548c\u57fa\u56e0\u8cc7\u6599\uff0c\u8a2d\u8a08\u51fa\u4e00\u500b\u57fa\u65bc\u591a\u6a21\u614b\u7279\u5fb5\u7684\u6642\u9593\u9810\u6e2c\u6a21\u578b\uff0c\u6700\u7d42\u9806\u5229\u5728\u5404\u570b\u597d\u624b\u4e2d\u812b\u7a4e\u800c\u51fa! \u518d\u6b21\u606d\u559c\u3002<\/div>\n<\/div>\n
\n
\u7af6\u8cfd\u5b98\u7db2\uff1ahttps:\/\/2024.mlcas.site\/index.html<\/a><\/span><\/div>\n<\/div>\n
\n
————<\/div>\n
Congratulations to ACVLAB members, first-year master’s student Jing-Heng Cheng and second-year master’s student Chia-Ming Lee, for achieving fifth place globally in the MLCAS24 Corn Yield Prediction Using Satellite Data competition! Although it’s “only” fifth place globally, the key point is that this time the main contributor has shifted to the new generation of members, with Jing-Heng taking the lead while Chia-Ming steps into a supporting role. This shows that this group of first-year master’s students, not only in terms of ability but also in attitude and motivation, is just as strong as the second-years!<\/div>\n<\/div>\n
\n
The goal of this competition was to use satellite imagery to predict crop yields across different regions and time periods in the U.S. Due to the diversity of the data, the time-series nature, and the very low spatial resolution of the images, predicting yield was quite challenging. This problem was both interesting and practical, which aligns perfectly with ACVLAB\u2019s style of conducting truly useful and impactful research, rather than just focusing on publishing papers.<\/div>\n<\/div>\n
\n
Building on their previous experience with detecting crop diseases using drone imagery, the students designed a series of mechanisms to iteratively capture the potential correlations of crops at different stages. They also incorporated crop descriptions and genetic data to create a time prediction model based on multimodal features, ultimately standing out among competitors from around the world! Congratulations again!<\/div>\n<\/div>\n
\n
#NCKU<\/a><\/span><\/div>\n
#ACVLAB<\/a><\/span><\/div>\n
#DataScience<\/a><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\n
\n
\n
\n
\n
\n
\n
\n
\"\"<\/div>\n<\/div>\n
<\/div>\n<\/div>\n
<\/div>\n<\/div>\n
\n
\n
\n
\"\"<\/div>\n<\/div>\n
<\/div>\n<\/div>\n
<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\n
\n
\n
\n
\n
<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u606d\u559c ACVLAB\u6210\u54e1 \u78a9\u4e00 \u912d\u656c\u6052 \u78a9\u4e8c \u674e\u5bb6\u9298 \u53c3\u52a0 MLCAS24 Corn Yield Predict […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-1430","post","type-post","status-publish","format-standard","hentry","category-award"],"_links":{"self":[{"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/posts\/1430","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/comments?post=1430"}],"version-history":[{"count":3,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/posts\/1430\/revisions"}],"predecessor-version":[{"id":1458,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/posts\/1430\/revisions\/1458"}],"wp:attachment":[{"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/media?parent=1430"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/categories?post=1430"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/tags?post=1430"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}