From 83d6133327eddf594a39f6198e49dc79131bc414 Mon Sep 17 00:00:00 2001 From: Jim Bennett Date: Wed, 2 Jun 2021 16:09:04 -0700 Subject: [PATCH] Adding assignment --- .../lessons/1-train-fruit-detector/README.md | 2 +- .../1-train-fruit-detector/assignment.md | 11 +++++++++-- images/Diagrams.sketch | Bin 4189375 -> 4189376 bytes 3 files changed, 10 insertions(+), 3 deletions(-) diff --git a/4-manufacturing/lessons/1-train-fruit-detector/README.md b/4-manufacturing/lessons/1-train-fruit-detector/README.md index 70cf7034..8b2d95d2 100644 --- a/4-manufacturing/lessons/1-train-fruit-detector/README.md +++ b/4-manufacturing/lessons/1-train-fruit-detector/README.md @@ -208,4 +208,4 @@ Try it out and see what the predictions are. ## Assignment -[](assignment.md) +[Train your classifier for multiple fruits and vegetables](assignment.md) diff --git a/4-manufacturing/lessons/1-train-fruit-detector/assignment.md b/4-manufacturing/lessons/1-train-fruit-detector/assignment.md index da157d5c..a6e9536f 100644 --- a/4-manufacturing/lessons/1-train-fruit-detector/assignment.md +++ b/4-manufacturing/lessons/1-train-fruit-detector/assignment.md @@ -1,9 +1,16 @@ -# +# Train your classifier for multiple fruits and vegetables ## Instructions +In this lesson you trained an image classifier to be able to distinguish between ripe and unripe fruits, but only using one type of fruit. A classifier can be trained to recognize multiple fruits, with varying rates of success depending on the type of fruit and the difference between ripe and unripe. + +For example, with fruits that change color when they ripen, image classifiers might be less effective than a color sensor as they usually work on grey scale images instead of full color. + +Train your classifier with other fruits to see how well it works, especially when fruits look similar. For example, apples and tomatoes. + ## Rubric | Criteria | Exemplary | Adequate | Needs Improvement | | -------- | --------- | -------- | ----------------- | -| | | | | +| Train the classifier for multiple fruits | Was able to train the classifier for multiple fruits | Was able to train the classifier for one additional fruit | Was unable to train the classifier for more fruits | +| Determine how well the classifier works | Was able to comment correctly on how well the classifier worked with different fruits | Was able to observe and offer suggestions as to how well it was working | Was unable to comment on how well the classifier worked | diff --git a/images/Diagrams.sketch b/images/Diagrams.sketch index 47f244172b5ccc4d3d8cfdc02d05bd3eb3104a5a..322ab07c1f5b4416f2684e5550830804ac430bcd 100644 GIT binary patch delta 3137 zcmV-H48HTf+5Z8++5Z86gaL#Cgad>Ggaw2Kga?EOgb9QSgbRcWgbjoagb#!egb{=i zgcF1mgcXDqgcpPugc*bygd2n$gdKz)gdc<;gdv0?gd>C`ge8O~geQb3gein7ge!zB zge`%fpuk$;Cdn z;AOA7owvdFyC*G`(H-A+T~NX+7r4?7KRukg=YEc-eVmrZv77eu!D zWjblY@H;Z2gpSq4>}sTce|PGRJzn=O{XCDSKUsw9wqdNS%{ix7@{%)Mt7eg>%naAf z_~3K3brWWpy3>3frfwO=)5C8+Jru`FmBBDsRAJh?hGQhngfymj>4Ma0^L%&e4&yVM z`_nv5?AP(IAUBFrrBOv|!L-W;aiU?d8P0^l4{X*l=xsU|BtegtG%hzZ|`Kg@w80i`tB%=7l8{F ztx1@Or0|_D%mf~*PL9{SefK;L2X-8XdAUqITgJC;TyvWGZan;{u}k&pWe@gy5Jdo={8c z&=D_Ku%hA^(PWoGY)$=vd>(%L4Z);}Ss2GzwHbrL1!tjRPJK4c7~`W-_5HdCalbDy zXz8+Oj8j|DV1!Wk-{KV3KxiA>Hm$>WLZ2@Co}H)R*t26l4f~;6^K)DXsZC?j6@=0O zsc{~ee~d1P$ZM%Lt3!oZBOQiQKVKWpQ!^H8n<~CEFIh5KvMPL)u_mjm{U|{H_0lcl zw63qkYiz~(UVFy5&8>!5V|;4J+9ELt^{X>0*bD6UMBMP(%u$j8VW0#Dlp0~GhD>pasEcJue+ zv0tWP1qfb^ie6&sY?YYaAee6zy~?Gz+AsuuJ9WdjuzmmQutOZgeCc+-5M*3`0>n7= zyXAGcD}S=diWgR!ZG`^-A>%B=I0JkzSGlPFdt}z1cGLIs+a_BpqY5c9r#WX*U3%XRgRshfFH1i%~(W5B?(whQB9TkvzWVnT85`# zhZ$UNhA@(C(4{SD2| zkbe!|9{Xt;uE13#_u6KZ(A~;b zO$6D9DE^lN?Z)Xkn9v#c6<8qYqyxYct<#Lxgb?UqPJ9#QeCSRKd!EK`V92FEp7DKm ze)-dGJb$Nf-U;lCmaI8X{ceeQ2~2|qihs^Kl#t&neD^Desz3BJLEqWFTe`CfD1|Tvj1qFr3@R^k>}LXbZz=Bh^}J@6ZZkVp0k4a zzu1^8L_LvX%9TY3SQdmR3$T;$cIM8s*-4cZ^dc6;Wp_m5}Yu*Rh6@YYO@UqRnn&pn4!2#|U2 z3NpjAk>-3GKmjr|J}WdNSR5VVE|H5QWc9%dsMq$n+@Mas27H>AH#R$X1k&ja?3c4P zJ5)pKxxh*;0|Kz{pzM+ZOBR+y5Wo<7BJ#U)k>nXpWZ!-S0yBl;xxj`IcP4nFD3Pkw zbT`uq;QhvV(u3@BK8)R-y=Iq6H#;7GIUPHi({Z}`Rce204d@>c#U-TXzy@Axs1dI% zw3*^6e;|zCA%H|2MIf171+F!T?h`+IFLO&7oMN|-G<8St-0|E^!~AM$W!4b%g0(eP&#zQlIHL;ad zPxKr}Z8y>t&fogoWqGp-fG$`?DgoVX5i0o>$zJDem1^VTaOmGIAn8tWdFiL)I4|8Q;fk(!Zv}Bk7zHRWK(&PGGN`h4 zC7I&496KLzn0~qoB9chpX)HH?-F|3@d5CZbC~Fcdby3n9e>2B3ocK1xdbb2immw1X zJ>JqK7wJDB5x3koNKg+K@CG&ql#oSLmBb(7Pu*^JnYyKaXTZqS<$(0G zL8BUEI?}^dfE3C~(>bSt@LRYzkB9Hi@WAI0LV11_+rbD(1+G_*$So8bqB!DyDFXz9 zywS&}`Eo?7U=}aeBVY-Ya1uPs1$3#kq$NG{P|bqZ)~fL3MkI6-X8G~*^n@^Uk+g?f z>X7HPVK4IBWxQekqN`6^Kl(w;YFcY!LkG26-E!HxiYvlX{8HRS#x83j^`e|A+`q0 zZ$20>C};3JYKZB;M^6|LdnK7=9q8(&QR{U|Cr(gj7M)2y$tv zrFS1ntT!y2E`J-{_Ry&M)>wqFXCPo6oO80=*o_~lJM)@(RA4l^>ld0XWO*jdg&o3_ zXIH?nc*SQ9?9F(Ij8zX{$1DtzE_6L7H2}}(U<~L?a(y$I3!WcFaQ^j<&*bDJ3>YiI z&`lamwrvr!MKT?K_-$`4V)p}#+v9<5$e&-<-A4?l(V3jd7oqG=4=aQ(1CR@5>ObE8 zDg;c<`F!<$KR=Ey{c*rFj`Ru0&sV@+hwHM8B%<~YUpNAT3c3@0l=tVq{5k&humAS% zfBDz?K(7FqFZsh4UC%J}*xo%I{QvW5AP)L_yay+LCLDh)ybK2f6cV!5{h?g`@hLy8 z)NMsSE&~crmHOv_BGgaw2Kga?EOgb9QSgbRcWgbjoagb#!egb{=i zgcF1mgcXDqgcpPugc*bygd2n$gdKz)gdc<;gdv0?gd>C`ge8O~geQb3gein7ge!zB zge`e~<7t`3_1#e#F9H`V zT9YslN#Q$RmqogA-u`|f!h4(vD%^KzMbwv2DxxSnb1yZvx_rnt%{Yh;WpDTDr0 zhe;C^6C+A+N&0{iZR4H?ddgXJtu$1TCo~ktV7>^?e?)0H7#9%Lf8LpOBm~Dy@q}7h zhmLr`f)y2MM3Y?#u{HGv&hzlwZwMw;%)&U%s?8V_E;tJnbLz8k#uy)!s_)lDi2Hqs zK}(lKW1QNG1|x*R{}!jP21485w#Pb*C-mvE@7Z}8jy*f})36`9^?Z&CA+>2tx`I$T z;Aosjee;aorL;>G?X(|u$0kpt!>2cmmM%WEPq2rz@_n;i@?Ci;sOJ%p{}Mn zjBXXodZV!2Iw;*f$c5kMqE%Cw#ung&;>sjhR8}&9^B9>!;Az`nfZ`r?oo8CYZvK8e z_RBP^0KuzK(MwF7trF841oN$;SGhD-8-~Ddr*0S*w(q|VJH$cEmu~kfLB{nbK#Wtr zTV9vD;(s(*@xp4ejqo2JWSnIfXMhjpDi`&CkIeehZu)+H+hl8HR3Sy?w8wntSTLxi zF{KN5DmJH8_^c4W*Ma@of4{!)I=P9v%CR#Q@B`Mc8H=c>BmwIws;M%67IW86%kVVp zFoP@f#{k^qnw1;{!7uixHq1=a2`eTuzp3u$>3_XJ4NnnW!8TYRpTL5~NTdcfmG~Vo zUz>3M)SvnZ>~S|dAz>wCQ&=LQk(9{{o#G%R*Fwt?)T-|q^8`wL?4Jj8VR~IF8x-2; z!RPDXDCJp5xiME%mRL~*Abmf|<~|uIa*URSSQJtT;OXSB>MP57EU47m20riiH#9p# zHh+A3?5AnC0#}vXYvXa4Vu)c0hiL|7QXE(TP^j1FLTBJtV1cBQ4ggQIPBUH;LZF8^@lBZXp*t|U<;B^I+! znB$fU>RgM)FoXFrXj#bw^32;Tm)kNsRy-2Awlr$P1Gt(MkG|@Rwe&5aoKRAtHWRG- zfLHW=OKXVQOFUeZLKp)^2{~s5m6tj8Gl9If6nFe`UQd^8GdorRFPFqKJ9mGw0lOqj zcmUCaJ2;>F>4sLn4$E3nXkr`z0!b4*Xb#Ip0|aFo&?p2e(%gl5K{H=Tdige7MO!SP z7z2@1qy;J008$Q^3|k~1Ohn8Q|0JXCfXc4Ce;V+|TY}exJrS%N!CE(hc6SfKi z75-6L!-QfXo8@KP18Toq`gys|n$lR^3~aT8)4EymKCUvQiZw90359=rKWpKB)W~y;mp|^-XeEok+xJB8OSw@U7}yy`L_pb*Q$|9FrAcN1=r@ ztiHAo`T;<~AR)Zea0!3Gn-8S9e7BAm8*e=cn$=r2B$S1u8w5bIZ_czWGn~dR^I=2K zBtRrAf<}#fqC{Ku2nH;}@zPFxx4yh0z^WGI? 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