From 7f2bbcf7468b451c617519c92059957d7a89183e Mon Sep 17 00:00:00 2001 From: GeauxEric Date: Mon, 25 Sep 2023 04:14:10 -0700 Subject: [PATCH] [segment-anything] Support multi-point as the prompt input (#945) * [sam] Support multi-point prompts * [segment-anything] Pass points by reference * [segment-anything] Update example code and image * Fix clippy lint. --------- Co-authored-by: Yun Ding Co-authored-by: laurent --- .../examples/segment-anything/README.md | 17 +++++--- .../assets/single_pt_prompt.jpg | Bin 0 -> 161548 bytes .../segment-anything/assets/two_pt_prompt.jpg | Bin 0 -> 161350 bytes .../examples/segment-anything/main.rs | 40 ++++++++++++------ .../src/models/segment_anything/sam.rs | 30 +++++++------ .../segment-anything/src/bin/m.rs | 2 +- 6 files changed, 55 insertions(+), 34 deletions(-) create mode 100644 candle-examples/examples/segment-anything/assets/single_pt_prompt.jpg create mode 100644 candle-examples/examples/segment-anything/assets/two_pt_prompt.jpg diff --git a/candle-examples/examples/segment-anything/README.md b/candle-examples/examples/segment-anything/README.md index 3c5b034f..1b255bd2 100644 --- a/candle-examples/examples/segment-anything/README.md +++ b/candle-examples/examples/segment-anything/README.md @@ -16,25 +16,30 @@ based on [MobileSAM](https://github.com/ChaoningZhang/MobileSAM). cargo run --example segment-anything --release -- \ --image candle-examples/examples/yolo-v8/assets/bike.jpg --use-tiny - --point-x 0.4 - --point-y 0.3 + --point-x 0.6,0.6 + --point-y 0.6,0.55 ``` Running this command generates a `sam_merged.jpg` file containing the original -image with a blue overlay of the selected mask. The red dot represents the prompt -specified by `--point-x 0.4 --point-y 0.3`, this prompt is assumed to be part +image with a blue overlay of the selected mask. The red dots represent the prompt +specified by `--point-x 0.6,0.6 --point-y 0.6,0.55`, this prompt is assumed to be part of the target mask. The values used for `--point-x` and `--point-y` should be between 0 and 1 and are proportional to the image dimension, i.e. use 0.5 for the image center. +Original image: ![Leading group, Giro d'Italia 2021](../yolo-v8/assets/bike.jpg) -![Leading group, Giro d'Italia 2021](./assets/sam_merged.jpg) +Segment results by prompting with a single point `--point-x 0.6 --point-y 0.55`: +![Leading group, Giro d'Italia 2021](./assets/single_pt_prompt.jpg) + +Segment results by prompting with multiple points `--point-x 0.6,0.6 --point-y 0.6,0.55`: +![Leading group, Giro d'Italia 2021](./assets/two_pt_prompt.jpg) ### Command-line flags - `--use-tiny`: use the TinyViT based MobileSAM backbone rather than the default one. -- `--point-x`, `--point-y`: specifies the location of the target point. +- `--point-x`, `--point-y`: specifies the location of the target points. - `--threshold`: sets the threshold value to be part of the mask, a negative value results in a larger mask and can be specified via `--threshold=-1.2`. diff --git a/candle-examples/examples/segment-anything/assets/single_pt_prompt.jpg b/candle-examples/examples/segment-anything/assets/single_pt_prompt.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4ace73b0e65026cc8e25535d465e26b2472b7cb GIT binary patch literal 161548 zcmbSycQjnl+wL$Jb@ar<=o6jjX7m<@h~8WDPIN(Z(K31uAzJiK5Gh0%z4ww}FuJIT zn(Oy{cip?z{p;Sl&pPLyv)9@CIcL9Tzt8i&@4xwfs{jf$WmRPW4lV$IbAJH-bpj{} zae0BvKpaW{E+r0-66fC%KoLMlKma1ZCj@~&L_~zdq%>rtBqXE|Dr#~XhDS_{43D5t zW*9#QGb=9}6v`>i#Va5vA|k@Xfslp^N%0Gd2>s_FI7CE5q$H$tWMp(gEKnAq|L69v z2f%bcPkfyJYJmUQaBzWm_yizAB4U#J4lNV_TpS<}7Y~S!kB4{PJNW)S0FM%%ibYVK zfLhxM#Og^S6rNH@$fnTHMXNLM8zyY+6+uM&;2|C4(PMTFPA+Z{Q895iLPAmLsj>=E zRZUk<-@wqw*u=)x&fdY%$=Tb-*U$e|KwxClo9LL>xcJnx^o-1`?3{N+#U-U5%gQS% z8=IP2KDD;BfBwwkX&De>@G1PQ3*wLw;%)T~0`gft2%g$-Rq zY{ELfX|25`h#$a2)*c`K2ikuj`@aJg@&ASFe*yd7xE2AVK%Dz!1f&GW0@nCza)+Yz zh1A9d4CoevaP|YS3{|PL`YnikBZ=3Z3N>^~LX_W!rLU6AfZ7M{=Ojclo^j!)zZD&# zFw9;ALEyYZE{Tf$2Tux(&HaW3>-Cn!-?#5dxS?Ass-4Z>yvfA3o$u-2IBxk3dQG`= z)^!y>nCnl^96p$}xSR|o(A1D6@0o3(9cR=2HsWoaYyGmhSQsKs{Z$O(WOfExnr(`z z*0uB0%5%D4@7*M!deCU< zfBeg@!oKW+pVjp?M z`D(Cqm3Spy%#eS^o1B5yuLnKgd+0jZEZRJ$UD8Bt?Cbq`O0tqr%CSP}kc=-jgVit< z0CoQ_i47E3=0cM>@k4?3l1xkUFJ68f-UU`PeV+$$N;G*MqbI81^vaOT7~xEq=#Z^K z?;FlI)*Gc_l&R=YZ+D})c$i%4h_3Xu+dZ$rPVWbrbsxsfbYY+UPg@iOJy zcZNNUXWv6=Qw#mE*=s z-7k?#P-x)k&eCk_8{`kar|bp~PS_vG;o=I9ii5v6)Rp=THV1+?4%hfpvWR}9n#zhZ z{sUynN^JhkUeMv-H)MK+i5zz*Ta^x)-8m_O)D28UA&09gy$tjJ0fr!DP~}gLV4wWl z2I=4mRc(nxeHwy0Qzy0gSp=G=ID@C#Y@u&R^#n0 z;6!sMsy=qo28TuS`#_Y{) zid$}WZjIot{b+`u^Gc^?)#_;adHg7yEC=pEahy{MBP2TfeUGJwz+p&?vjbUxyX`F`N2)R zSPypCTArWG24iRN~ zLR+wR@K!4Klosqg1!y>`;k zaUATMG?f|l*M%CYzz>~Ab2~=e%0i+9VsUset_A$FozUB$&^Nj>gyTk;Jbt-BIq?UB zoGgDk`!qS&AV+iM)ekmlnoa4K!l5Z9%_k7g&89Hq4U!Io7`W5_a=;El%_U2{ZLUVP zDRX<7rV1bZ1MJqUzmuEjSPN!f(wljiX?}9~Aa#U7nGLIbl1~oDE>_$yqd4=Br3<52 z%{8>u(b7La%`+c%5hAv1uH+{k$g%O`y#g*5cefl5{I0sufCb6YkyuvZ# z!Im~RS;H4wz+uQq%F;9=*x6JoA);qo0d@LAX!S=ohfEIad}qY()Fh$r&C6xmXT)?# zW*>9i*xMHZO0B??Uni4_xe#9-CI0qXtpvr!t<>LeKVM_%@C-!gy7>ZQ6u5_SS6In>CZcm!a2STuYlGRjm z^TuH~pIPatmrail%i5BRK9cYF2+|y^O=k`3VUj+T0SuSDQp}g_J`>%BwYxq)Z}&O6 zHl=y{SL0`{=QLB@%f3c8lkV%MrBD5=>Z4N>nY0AQaXK09ZQX3n(&y1qZ1YRRnJH@JImaA%RJ`TF(aCL&1o%e*kGtITkH|Oxx(IUIDso z8eCb@Ga3K^{Nf*g7(fsJqrMB$5|ra<1(k)?0G=_8FynWe-i2~!vNTFcp)Fm(GG#Z8 za^|szapG%6UgR%dU(X6Dr3$kf)0N}-o^NZyOOi>cLjFbro>(mGpy&Pp=AMV`$UDXW zyz@0rE=q7?6oDMd+MPE+L8ni{iv3c%^Fk}F1^4pXr2Mu%g{!#4WzG#`RcNjZb>aD6 z*-T@@EzHusMJAc1EF9_p;p{mH#K7*%5h5C#B+Nrn&Kf;z^m=u2M7sff9-z(h>NG{x2+Xik z>}5&p39VtBwHE@7i9D}N{fy&wggW9}&SNK-0j7+;I^RLR&~Opaq4)G4ZtH`BqcCh& z1(R7^hQcj<#Y4oaU863z*gy*eO|g zgUqnFoNU22rJR1Zu$8r$h{jOlXp?0 zr|SAnGWGShs*be8gx!F%Kb0$H#22;Syu-SdfSW)k^D;J2a?l;5sQ8Q8(>8z8rsgR3 zEZ700?+`u)J?_8r9TNBdz`Vfec9M{?&!R~751^egg+SMkRT<-OzcHnV9j;^HA0|+i z^pRGPegFI%_w)BmQZK=Df)_B#X}`{+{Omt9e8F-2hbJt=Y+l`&%YsQK-bTtdo&9*8 z63W)Lr-Y+46y!|Zi8nThEghe&+2T1YM`M5J^%-6d1_wWXmije&;F;u7d8WA3`=x*` z=;;oMQJSl3@j1&|8XZ--_hz(~ogA{9f8d>CQX#K)%mp{S@Zx_u4|WHzyy|yJN#ElK|{W4?vn`Z|{h zBs@bh?AJ8?Sc|B<4Z>7lx4AJYrs;2a?Ag{#f$dNSDZkq0vwFdwx}jqR17{pJ{{UAz zABBZ(f08jC>bV}g6C7jSz`*ZK%+WE^`ZA5zbBHyGYmVd#Y5fcNe8SOyzE{8Aq<4wG1iYK zNy|kh6SbXeq;1kC-hJ`>_4~;9SA9(B?FfpmLDxmt&Yvo9b%QZKa*AeB({ma5$5iBD zyv<^#@LKi(0?m9nMu%2&DiJe$I0VhjK+3)rZt@NfPwGx`{z{jgz~jlVtVTQY%kKo5 zDimmw7Cs=&{lvy-IHuq3ZAgE=_G!7a#H#nX)IY!*os1E^*!c|WN1|kT50*M%J_ry) z(hbRCEk-@=V+w5soP5;p9JA~>cP=8L9$V7p$L#KELr3Z&ZX=oCM3m6Dzko+79{T#^ z>GSbgr4QvlQ@OtphjlYFj7r`**M@yOS@SUR96!HNDK*m;XTCm3C860HGnh6W78MiGHt$+UI-8$k6xm3d@b+*CCSP5wXf#V$@{#eYQoj372Z$5Mb7Za#4Df7jcz2CzfGqOc zM5awFEk7sURCHeYrTr>nY*{X;2D$uResTj7rz}&nVfUw;MnN$xWI>TCeB322P{DOM zo9DxD7-rswHcyP24cUEodvqii_7#4C=rxq57o(RMx}N{iYrtaO_Bv&X0o~eACsR3H z;&^vBpUw?SFr+vMLQ$qIE!CA;e%PuVs(<(D<)pv4mY9=~D~VpDs6zIpQc@D1Q<%ig9EWkf6QPfX`AH@X zjglsyxAA?99M~j}Narm<^kFQXQ{j74rDitP5c#+?KRDzJeR*I?M8$Gq0}w#$ot5-) zn~B}gdX78f1r_M3aIwARH=lb6&ASVhJS${orOIhkOZe6uex%V$*9E6>%Wfr9; 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zu;Sn*mT;?%S3cCs=Qvd-!&TYb(cTl}Se=ksuPb!5=yp%JK+>dvIc~+$TkQhs%-)pu z^9yDSB$OEThG5sfR#B+X_#&W5S!LTfh11`_+|a@#cT>QM(>Jdr>1Mw}@05j}vaax{ zAStq@h@;Z>-%SOOm?*UTDot1Lpm2-UT(A#4+^-3-Rv*$oonZO$mLj|6=E;>|qaU*W G`~H8e48mjp literal 0 HcmV?d00001 diff --git a/candle-examples/examples/segment-anything/main.rs b/candle-examples/examples/segment-anything/main.rs index 71abe116..1eaf4b7c 100644 --- a/candle-examples/examples/segment-anything/main.rs +++ b/candle-examples/examples/segment-anything/main.rs @@ -27,13 +27,13 @@ struct Args { #[arg(long)] generate_masks: bool, - /// The target point x coordinate, between 0 and 1 (0.5 is at the middle of the image). - #[arg(long, default_value_t = 0.5)] - point_x: f64, + /// Comma separated list of x coordinates, between 0 and 1 (0.5 is at the middle of the image). + #[arg(long, use_value_delimiter = true)] + point_x: Vec, - /// The target point y coordinate, between 0 and 1 (0.5 is at the middle of the image). - #[arg(long, default_value_t = 0.5)] - point_y: f64, + /// Comma separated list of y coordinate, between 0 and 1 (0.5 is at the middle of the image). + #[arg(long, use_value_delimiter = true)] + point_y: Vec, /// The detection threshold for the mask, 0 is the default value, negative values mean a larger /// mask, positive makes the mask more selective. @@ -111,9 +111,16 @@ pub fn main() -> anyhow::Result<()> { )?; } } else { - let point = Some((args.point_x, args.point_y)); + if args.point_x.len() != args.point_y.len() { + anyhow::bail!( + "number of x coordinates unequal to the number of y coordinates: {} v.s. {}", + args.point_x.len(), + args.point_y.len() + ); + } + let points: Vec<(f64, f64)> = args.point_x.into_iter().zip(args.point_y).collect(); let start_time = std::time::Instant::now(); - let (mask, iou_predictions) = sam.forward(&image, point, false)?; + let (mask, iou_predictions) = sam.forward(&image, &points, false)?; println!( "mask generated in {:.2}s", start_time.elapsed().as_secs_f32() @@ -151,12 +158,17 @@ pub fn main() -> anyhow::Result<()> { } } } - let (x, y) = ( - (args.point_x * img.width() as f64) as i32, - (args.point_y * img.height() as f64) as i32, - ); - imageproc::drawing::draw_filled_circle(&img, (x, y), 3, image::Rgba([255, 0, 0, 200])) - .save("sam_merged.jpg")? + for (x, y) in points { + let x = (x * img.width() as f64) as i32; + let y = (y * img.height() as f64) as i32; + imageproc::drawing::draw_filled_circle_mut( + &mut img, + (x, y), + 3, + image::Rgba([255, 0, 0, 200]), + ); + } + img.save("sam_merged.jpg")? } Ok(()) } diff --git a/candle-transformers/src/models/segment_anything/sam.rs b/candle-transformers/src/models/segment_anything/sam.rs index 07e9a759..0c456b79 100644 --- a/candle-transformers/src/models/segment_anything/sam.rs +++ b/candle-transformers/src/models/segment_anything/sam.rs @@ -130,7 +130,7 @@ impl Sam { pub fn forward( &self, img: &Tensor, - point: Option<(f64, f64)>, + points: &[(f64, f64)], multimask_output: bool, ) -> Result<(Tensor, Tensor)> { let (_c, original_h, original_w) = img.dims3()?; @@ -140,7 +140,7 @@ impl Sam { &img_embeddings, original_h, original_w, - point, + points, multimask_output, )?; let mask = low_res_mask @@ -155,20 +155,24 @@ impl Sam { img_embeddings: &Tensor, original_h: usize, original_w: usize, - point: Option<(f64, f64)>, + points: &[(f64, f64)], multimask_output: bool, ) -> Result<(Tensor, Tensor)> { let image_pe = self.prompt_encoder.get_dense_pe()?; - let points = match point { - None => None, - Some((x, y)) => { - let points = Tensor::new( - &[[[x as f32 * original_w as f32, y as f32 * original_h as f32]]], - img_embeddings.device(), - )?; - let labels = Tensor::ones((1, 1), DType::F32, img_embeddings.device())?; - Some((points, labels)) - } + let points = if points.is_empty() { + None + } else { + let n_points = points.len(); + let mut coords = vec![]; + points.iter().for_each(|(x, y)| { + let x = (*x as f32) * (original_w as f32); + let y = (*y as f32) * (original_h as f32); + coords.push(x); + coords.push(y); + }); + let points = Tensor::from_vec(coords, (n_points, 1, 2), img_embeddings.device())?; + let labels = Tensor::ones((n_points, 1), DType::F32, img_embeddings.device())?; + Some((points, labels)) }; let points = points.as_ref().map(|(x, y)| (x, y)); let (sparse_prompt_embeddings, dense_prompt_embeddings) = diff --git a/candle-wasm-examples/segment-anything/src/bin/m.rs b/candle-wasm-examples/segment-anything/src/bin/m.rs index acd903b0..a56e48c2 100644 --- a/candle-wasm-examples/segment-anything/src/bin/m.rs +++ b/candle-wasm-examples/segment-anything/src/bin/m.rs @@ -94,7 +94,7 @@ impl Model { &embeddings.data, embeddings.height as usize, embeddings.width as usize, - Some((x, y)), + &[(x, y)], false, )?; let iou = iou_predictions.flatten(0, 1)?.to_vec1::()?[0];